<?xml version="1.0" encoding="UTF-8"?>
<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/test-failures/2026-03-23-docx-rtf-image-parsing-must-not-match-shp-inside-shppict</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/test-failures/2026-03-24-bun-module-mocks-must-export-a-consistent-surface-across-related-specs</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/test-failures/2026-03-24-spec-spies-must-be-restored-or-full-suite-order-breaks</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/test-failures/2026-03-24-test-fast-must-isolate-helper-driven-bun-module-mocks</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/test-failures/2026-03-24-turbo-filtered-typecheck-can-lie-when-package-typecheck-passes</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/test-failures/2026-03-25-csv-papaparse-cjs-interop-needs-default-import</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/test-failures/2026-03-25-shared-package-mocks-should-be-local-spies-not-partial-bun-module-replacements</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/test-failures/2026-03-25-test-slow-must-isolate-helper-driven-bun-module-mocks-too</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/test-failures/2026-03-25-warning-path-react-specs-should-capture-debug-warn-in-their-harness</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/test-failures/2026-03-26-ai-chat-specs-must-not-hardcode-local-plate-dist-paths</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/test-failures/2026-04-16-bun-root-config-cannot-carry-legacy-hyperscript-tsx-fixtures</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/test-failures/2026-04-17-slate-react-focus-tests-need-vitest-jsdom-20-not-happy-dom-or-jsdom-26</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/test-failures/2026-04-18-slate-legacy-jsx-fixtures-need-a-live-jsx-binding-under-bun</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/test-failures/2026-04-22-slate-browser-selectionchange-proof-must-separate-traceability-from-programmatic-import</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/test-failures/2026-04-24-slate-v2-integration-local-should-cap-local-playwright-workers-before-debugging-editor-failures</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/test-failures/2026-04-28-slate-browser-generated-stress-rows-need-real-editable-harnesses</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/test-failures/2026-04-29-slate-browser-command-rows-must-share-app-text-policy-with-native-input</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/test-failures/2026-05-18-slate-read-only-selection-tests-need-selector-owned-dom-selection</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/test-failures/2026-05-20-slate-v2-integration-local-editor-stacking-and-project-scope-failures</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/test-failures/2026-05-23-playwright-reuses-stale-existing-server</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/test-failures/2026-05-23-slate-v2-mobile-example-proofs-must-separate-native-pointer-from-semantic-editing</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/test-failures/core-type-tests-need-built-exports</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/test-failures/docx-io-decimal-bracket-end-must-stay-decimal</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/test-failures/docx-io-list-whitespace-can-drop-list-item-text</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/test-failures/docx-io-preprocess-mammoth-comments-need-block-spacing</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/test-failures/selection-should-trigger-checks-all-triggers</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/test-failures/workspace-package-typecheck-may-need-root-build</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/ui-bugs/2026-03-27-version-history-demo-must-clone-snapshots-per-editor</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/ui-bugs/2026-03-30-docs-demos-must-clone-reusable-values-per-editor</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/ui-bugs/2026-04-02-blockquote-autoformat-must-wrap-nested-quotes</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/ui-bugs/2026-04-02-blockquote-transforms-must-keep-selection-inside-the-new-quote</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/ui-bugs/2026-04-05-block-discussion-must-resolve-current-path-inside-the-wrapper-component</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/ui-bugs/2026-04-21-slate-react-history-hotkeys-must-repair-dom-after-model-undo</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/ui-bugs/2026-04-21-slate-react-model-owned-input-must-ignore-stale-dom-target-ranges</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/ui-bugs/2026-04-22-slate-react-keydown-must-import-dom-selection-before-model-owned-navigation</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/ui-bugs/2026-04-23-slate-mentions-portal-positioning-must-fail-closed-on-transient-dom-range-gaps</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/ui-bugs/2026-04-23-slate-react-unsynced-dom-text-ops-must-force-react-fallback</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/ui-bugs/2026-04-25-slate-react-repair-induced-selectionchange-must-stay-model-owned</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/ui-bugs/2026-04-27-slate-react-mouseup-must-import-final-dom-selection-for-overlays</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/ui-bugs/2026-04-27-slate-react-selection-export-listeners-must-skip-dom-owned-selection</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/ui-bugs/2026-04-27-slate-react-void-keyboard-navigation-needs-post-native-sync-and-shift-model-ownership</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/ui-bugs/2026-04-30-slate-react-beforeinput-delete-commands-must-refresh-synced-selection</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/ui-bugs/2026-05-02-slate-iframe-mounted-dom-nodes-need-path-metadata-fallback</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/ui-bugs/2026-05-03-slate-react-native-input-and-shell-backed-selection-need-single-owners</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/ui-bugs/2026-05-07-slate-react-chrome-composition-fallback-must-cancel-model-owned-overlap</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/ui-bugs/2026-05-07-slate-react-chrome-composition-fallback-must-clean-unmanaged-projection-dom-text</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/ui-bugs/2026-05-07-slate-react-ime-formatted-selection-needs-native-owned-cleanup</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/ui-bugs/2026-05-07-slate-react-ime-replacement-undo-must-merge-native-predelete</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/ui-bugs/2026-05-07-slate-react-ios-korean-backspace-must-stay-native-owned</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/ui-bugs/2026-05-07-slate-react-native-ime-history-boundaries-need-explicit-push-metadata</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/ui-bugs/2026-05-20-slate-react-state-field-setters-must-preserve-external-focus</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/ui-bugs/2026-05-21-slate-v2-multi-root-chrome-clicks-must-activate-root-before-focus</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/ui-bugs/2026-05-23-slate-react-android-marked-inserts-must-not-replay-raw-old-leaf-selection</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/ui-bugs/2026-05-23-slate-react-mounted-root-editor-focus-for-root-chrome-history</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/ui-bugs/2026-05-25-docs-code-block-light-theme-must-use-light-shiki-tokens</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/ui-bugs/2026-05-25-docs-sidebar-active-scroll-needs-dom-current-query</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/workflow-issues/2026-03-23-barrelsby-must-ignore-slow-test-files</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/workflow-issues/2026-03-24-root-g-build-needs-a-serialized-fallback-for-hashed-dist-races</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/workflow-issues/2026-03-25-barrelsby-must-not-export-colocated-test-mock-helpers</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/workflow-issues/2026-03-25-non-react-testing-review-must-regenerate-the-scoped-test-file-list-before-coverage</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/workflow-issues/2026-03-26-platejs-umbrella-package-should-publish-compatible-workspace-ranges</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/workflow-issues/2026-03-26-published-package-type-regressions-may-be-release-artifacts-not-source</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/workflow-issues/2026-03-26-template-sync-fallback-prs-must-close-after-later-success</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/workflow-issues/2026-03-27-fast-suite-threshold-failures-belong-in-slow-spec-files</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/workflow-issues/2026-03-28-skiller-plugin-conflicts-should-skip-local-skills</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/workflow-issues/2026-03-28-skiller-requires-canonical-agent-ids-in-skiller-toml</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/workflow-issues/2026-03-31-slate-monorepo-updates-need-one-custom-pr-workflow</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/workflow-issues/2026-04-09-browser-example-deleted-family-closure-must-follow-current-diff-and-live-proof-owners</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/workflow-issues/2026-04-09-full-research-passes-must-close-every-scoped-corpus</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/workflow-issues/2026-04-09-slate-history-deleted-test-closure-must-follow-live-contract-width</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/workflow-issues/2026-04-14-slate-direct-audit-green-does-not-mean-mirrored-if-harness-shapes-output</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/workflow-issues/2026-04-15-benchmark-compare-rows-must-prove-the-legacy-surface-exists</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/workflow-issues/2026-04-15-example-parity-ledgers-must-track-contributor-facing-source-and-ui-not-just-behavior-rows</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/workflow-issues/2026-04-15-next-dev-benchmark-readiness-must-warm-and-retry-before-failing</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/workflow-issues/2026-04-15-overlay-perf-coverage-must-include-annotation-widget-churn</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/workflow-issues/2026-04-24-changeset-pr-auto-release-checkbox</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/workflow-issues/2026-05-08-benchmark-fixture-trees-need-scoped-biome-policy</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/workflow-issues/2026-05-08-dom-selection-ralplans-should-rank-editor-test-sources-by-owner</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/workflow-issues/2026-05-08-slate-v2-deslop-completion-must-prove-sibling-release-discipline</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/workflow-issues/2026-05-08-slate-v2-playwright-webserver-checks-should-run-sequentially</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/workflow-issues/2026-05-09-generated-issue-ledgers-need-manual-sync-overlays</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/workflow-issues/2026-05-10-completion-check-scoped-state-must-not-use-newest-file</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/workflow-issues/2026-05-18-slate-v2-clawpatch-fix-batches-need-dirty-gate-and-provider-failure-fallbacks</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/solutions/workflow-issues/2026-05-23-slate-v2-issue-claims-need-exact-browser-proof-and-honest-input-contracts</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/sync/shadcn/README</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/sync/shadcn/dashboard</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/sync/shadcn/decisions</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/sync/shadcn/docs-style-corpus-2026-05-31</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/sync/shadcn/reviews/2026-05-30-docs-structure-mdx/review</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/sync/shadcn/runs/2026-05-28-4a4dc8e-to-360e8a1/inventory</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/sync/shadcn/runs/2026-05-28-4a4dc8e-to-360e8a1/plan</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/sync/shadcn/runs/2026-05-28-4a4dc8e-to-360e8a1-header/inventory</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/sync/shadcn/runs/2026-05-28-4a4dc8e-to-360e8a1-header/plan</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/sync/shadcn/runs/2026-05-29-4a4dc8e-to-360e8a1-home-page/inventory</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/sync/shadcn/runs/2026-05-29-4a4dc8e-to-360e8a1-home-page/plan</loc>
    <lastmod>2026-09-07T10:18:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/sync/shadcn/runs/2026-05-29-4a4dc8e-to-efdec3c-editors-blocks-style/inventory</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/sync/shadcn/runs/2026-05-29-4a4dc8e-to-efdec3c-editors-blocks-style/plan</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/sync/shadcn/runs/2026-05-30-editors-preview-frame-polish/plan</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/sync/shadcn/runs/2026-05-30-releases-changelog-page/plan</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/sync/shadcn/runs/2026-06-02-4a4dc8e-to-cd54e09/inventory</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/sync/shadcn/runs/2026-06-02-4a4dc8e-to-cd54e09/plan</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/table/table-perf-benchmark-input-snapshot</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/docs/table/table-selection-latency-snapshot</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/packages/ai/README</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/packages/basic-nodes/README</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/packages/basic-styles/README</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/packages/callout/README</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/packages/caption/README</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/packages/code-block/README</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/packages/code-drawing/README</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/packages/combobox/README</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/packages/comment/README</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/packages/core/README</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/packages/csv/README</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/packages/cursor/README</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/packages/date/README</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/packages/diff/README</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/packages/dnd/README</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/packages/docx/README</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/packages/emoji/README</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/packages/excalidraw/README</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/packages/find-replace/README</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/packages/floating/README</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/packages/footnote/README</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/packages/indent/README</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/packages/juice/README</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/packages/layout/README</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/packages/link/README</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/packages/list/README</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/packages/list-classic/README</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/packages/markdown/README</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/packages/math/README</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/packages/media/README</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/packages/mention/README</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/packages/plate/README</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/packages/playwright/README</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/packages/resizable/README</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/packages/selection/README</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/packages/slash-command/README</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/packages/slate/README</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/packages/suggestion/README</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/packages/tabbable/README</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/packages/table/README</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/packages/tag/README</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/packages/test-utils/README</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/packages/toc/README</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/packages/toggle/README</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/packages/udecode/cmdk/README</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/packages/udecode/cn/README</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/packages/udecode/depset/README</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/packages/udecode/react-hotkeys/README</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/packages/udecode/react-utils/README</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/packages/udecode/utils/README</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/packages/utils/README</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/packages/yjs/README</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/agent-browser-issue/SKILL</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/autogoal/README</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/autogoal/SKILL</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/autogoal/assets/templates/docs</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/autogoal/assets/templates/goal-repair</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/autogoal/assets/templates/goal</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/autogoal/assets/templates/major-task</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/autogoal/assets/templates/packs/agent-native</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/autogoal/assets/templates/packs/browser</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/autogoal/assets/templates/packs/docs</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/autogoal/assets/templates/packs/package-api</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/autogoal/assets/templates/task</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/autoreview/SKILL</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/browser-debug-setup/SKILL</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/components/SKILL</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/dev-browser/SKILL</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/grill-me/SKILL</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/hard-cut/SKILL</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/orchestrator/SKILL</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/react/SKILL</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/react-useeffect/README</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/react-useeffect/SKILL</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/react-useeffect/alternatives</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/react-useeffect/anti-patterns</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/resolve-pr-feedback/SKILL</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/shadcn/SKILL</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/shadcn/cli</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/shadcn/customization</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/shadcn/mcp</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/shadcn/registry</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/shadcn/rules/base-vs-radix</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/shadcn/rules/chat</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/shadcn/rules/composition</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/shadcn/rules/forms</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/shadcn/rules/icons</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/shadcn/rules/styling</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/tdd/SKILL</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/testing/SKILL</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/typescript-advanced-types/SKILL</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/typescript-advanced-types/references/details</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/README</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/SKILL</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/_sections</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/_template</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/advanced-effect-event-deps</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/advanced-event-handler-refs</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/advanced-init-once</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/advanced-use-latest</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/async-api-routes</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/async-cheap-condition-before-await</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/async-defer-await</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/async-dependencies</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/async-parallel</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/async-suspense-boundaries</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/bundle-analyzable-paths</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/bundle-barrel-imports</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/bundle-conditional</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/bundle-defer-third-party</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/bundle-dynamic-imports</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/bundle-preload</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/client-event-listeners</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/client-localstorage-schema</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/client-passive-event-listeners</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/client-swr-dedup</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/js-batch-dom-css</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/js-cache-function-results</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/js-cache-property-access</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/js-cache-storage</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/js-combine-iterations</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/js-early-exit</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/js-flatmap-filter</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/js-hoist-regexp</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/js-index-maps</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/js-length-check-first</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/js-min-max-loop</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/js-request-idle-callback</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/js-set-map-lookups</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/js-tosorted-immutable</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/rendering-activity</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/rendering-animate-svg-wrapper</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/rendering-conditional-render</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/rendering-content-visibility</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/rendering-hoist-jsx</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/rendering-hydration-no-flicker</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/rendering-hydration-suppress-warning</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/rendering-resource-hints</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/rendering-script-defer-async</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/rendering-svg-precision</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/rendering-usetransition-loading</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/rerender-defer-reads</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/rerender-dependencies</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/rerender-derived-state-no-effect</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/rerender-derived-state</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/rerender-functional-setstate</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/rerender-lazy-state-init</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/rerender-memo-with-default-value</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/rerender-memo</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/rerender-move-effect-to-event</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/rerender-no-inline-components</loc>
    <lastmod>2026-09-07T10:18:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/rerender-simple-expression-in-memo</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/rerender-split-combined-hooks</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/rerender-transitions</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/rerender-use-deferred-value</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/rerender-use-ref-transient-values</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/server-after-nonblocking</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/server-auth-actions</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/server-cache-lru</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/server-cache-react</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/server-dedup-props</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/server-hoist-static-io</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/server-no-shared-module-state</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/server-parallel-fetching</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/server-parallel-nested-fetching</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/vercel-react-best-practices/rules/server-serialization</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/.agents/skills/video-transcripts/SKILL</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-playground-template/README</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/agent-browser-issue/SKILL</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/autogoal/README</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/autogoal/SKILL</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/autogoal/assets/templates/docs</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/autogoal/assets/templates/goal-repair</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/autogoal/assets/templates/goal</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/autogoal/assets/templates/major-task</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/autogoal/assets/templates/packs/agent-native</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/autogoal/assets/templates/packs/browser</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/autogoal/assets/templates/packs/docs</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/autogoal/assets/templates/packs/package-api</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/autogoal/assets/templates/task</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/autoreview/SKILL</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/browser-debug-setup/SKILL</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/components/SKILL</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/dev-browser/SKILL</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/grill-me/SKILL</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/hard-cut/SKILL</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/orchestrator/SKILL</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/react/SKILL</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/react-useeffect/README</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/react-useeffect/SKILL</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/react-useeffect/alternatives</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/react-useeffect/anti-patterns</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/resolve-pr-feedback/SKILL</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/shadcn/SKILL</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/shadcn/cli</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/shadcn/customization</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/shadcn/mcp</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/shadcn/registry</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/shadcn/rules/base-vs-radix</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/shadcn/rules/chat</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/shadcn/rules/composition</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/shadcn/rules/forms</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/shadcn/rules/icons</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/shadcn/rules/styling</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/tdd/SKILL</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/testing/SKILL</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/typescript-advanced-types/SKILL</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/typescript-advanced-types/references/details</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/README</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/SKILL</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/_sections</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/_template</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/advanced-effect-event-deps</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/advanced-event-handler-refs</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/advanced-init-once</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/advanced-use-latest</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/async-api-routes</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/async-cheap-condition-before-await</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/async-defer-await</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/async-dependencies</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/async-parallel</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/async-suspense-boundaries</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/bundle-analyzable-paths</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/bundle-barrel-imports</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/bundle-conditional</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/bundle-defer-third-party</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/bundle-dynamic-imports</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/bundle-preload</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/client-event-listeners</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/client-localstorage-schema</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/client-passive-event-listeners</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/client-swr-dedup</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/js-batch-dom-css</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/js-cache-function-results</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/js-cache-property-access</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/js-cache-storage</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/js-combine-iterations</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/js-early-exit</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/js-flatmap-filter</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/js-hoist-regexp</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/js-index-maps</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/js-length-check-first</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/js-min-max-loop</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/js-request-idle-callback</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/js-set-map-lookups</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/js-tosorted-immutable</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/rendering-activity</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/rendering-animate-svg-wrapper</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/rendering-conditional-render</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/rendering-content-visibility</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/rendering-hoist-jsx</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/rendering-hydration-no-flicker</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/rendering-hydration-suppress-warning</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/rendering-resource-hints</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/rendering-script-defer-async</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/rendering-svg-precision</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/rendering-usetransition-loading</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/rerender-defer-reads</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/rerender-dependencies</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/rerender-derived-state-no-effect</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/rerender-derived-state</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/rerender-functional-setstate</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/rerender-lazy-state-init</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/rerender-memo-with-default-value</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/rerender-memo</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/rerender-move-effect-to-event</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/rerender-no-inline-components</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/rerender-simple-expression-in-memo</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/rerender-split-combined-hooks</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/rerender-transitions</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/rerender-use-deferred-value</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/rerender-use-ref-transient-values</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/server-after-nonblocking</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/server-auth-actions</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/server-cache-lru</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/server-cache-react</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/server-dedup-props</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/server-hoist-static-io</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/server-no-shared-module-state</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/server-parallel-fetching</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/server-parallel-nested-fetching</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/vercel-react-best-practices/rules/server-serialization</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/.agents/skills/video-transcripts/SKILL</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/templates/plate-template/README</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/tooling/cn/README</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/tooling/templates/plate-playground-template/README</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/plate/versions/53.3.12/pages/tooling/vendor</loc>
    <lastmod>2026-09-07T10:18:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/mailpit/versions/1.31.1/pages/README</loc>
    <lastmod>2026-09-07T11:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/mailpit/versions/1.31.1/pages/internal/htmlcheck/README</loc>
    <lastmod>2026-09-07T11:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/mailpit/versions/1.31.1/pages/internal/storage/schemas/README</loc>
    <lastmod>2026-09-07T11:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/mailpit/versions/1.31.1/pages/server/ui/api/v1/index</loc>
    <lastmod>2026-09-07T11:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/.orchestration/imported-table-raster-ci-fix</loc>
    <lastmod>2026-09-07T11:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/.orchestration/plan-21-implementation</loc>
    <lastmod>2026-09-07T11:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/.orchestration/plan-23-item-pagination-blocker</loc>
    <lastmod>2026-09-07T11:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/.orchestration/plan-27a-diagnostic</loc>
    <lastmod>2026-09-07T11:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/.orchestration/plan-27a-remediation-round-2</loc>
    <lastmod>2026-09-07T11:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/.orchestration/plan-27a-remediation</loc>
    <lastmod>2026-09-07T11:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/.orchestration/remediation-issue-3350-item-pagination</loc>
    <lastmod>2026-09-07T11:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/CONTEXT-MAP</loc>
    <lastmod>2026-09-07T11:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/DESIGN</loc>
    <lastmod>2026-09-07T11:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/GLOSSARY</loc>
    <lastmod>2026-09-07T11:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/README</loc>
    <lastmod>2026-09-07T11:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/apps/web/index</loc>
    <lastmod>2026-09-07T11:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/adr/0001-workspace-boundaries</loc>
    <lastmod>2026-09-07T11:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/adr/0002-agent-ai-sdk-adoption</loc>
    <lastmod>2026-09-07T11:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/adr/0003-postgresql-remains-separate</loc>
    <lastmod>2026-09-07T11:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/agents/domain</loc>
    <lastmod>2026-09-07T11:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/agents/issue-tracker</loc>
    <lastmod>2026-09-07T11:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/applying-custom-styles</loc>
    <lastmod>2026-09-07T11:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/changelog/index</loc>
    <lastmod>2026-09-07T11:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/community/sponsors</loc>
    <lastmod>2026-09-07T11:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/community/spotlight</loc>
    <lastmod>2026-09-07T11:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/comparisons/reactive-resume-vs-adobe-express</loc>
    <lastmod>2026-09-07T11:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/comparisons/reactive-resume-vs-canva</loc>
    <lastmod>2026-09-07T11:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/comparisons/reactive-resume-vs-careercircle</loc>
    <lastmod>2026-09-07T11:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/comparisons/reactive-resume-vs-freesumes</loc>
    <lastmod>2026-09-07T11:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/comparisons/reactive-resume-vs-jobscan</loc>
    <lastmod>2026-09-07T11:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/comparisons/reactive-resume-vs-kickresume</loc>
    <lastmod>2026-09-07T11:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/comparisons/reactive-resume-vs-livecareer</loc>
    <lastmod>2026-09-07T11:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/comparisons/reactive-resume-vs-myperfectresume</loc>
    <lastmod>2026-09-07T11:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/comparisons/reactive-resume-vs-novoresume</loc>
    <lastmod>2026-09-07T11:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/comparisons/reactive-resume-vs-overleaf</loc>
    <lastmod>2026-09-07T11:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/comparisons/reactive-resume-vs-resume-com</loc>
    <lastmod>2026-09-07T11:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/comparisons/reactive-resume-vs-resume-io</loc>
    <lastmod>2026-09-07T11:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/comparisons/reactive-resume-vs-resume-now</loc>
    <lastmod>2026-09-07T11:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/comparisons/reactive-resume-vs-resumegemini</loc>
    <lastmod>2026-09-07T11:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/comparisons/reactive-resume-vs-resumod</loc>
    <lastmod>2026-09-07T11:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/comparisons/reactive-resume-vs-rezi</loc>
    <lastmod>2026-09-07T11:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/comparisons/reactive-resume-vs-zety</loc>
    <lastmod>2026-09-07T11:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/contributing/architecture</loc>
    <lastmod>2026-09-07T11:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/contributing/development</loc>
    <lastmod>2026-09-07T11:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/contributing/translations</loc>
    <lastmod>2026-09-07T11:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/execution/approved-issue-plans-ledger</loc>
    <lastmod>2026-09-07T11:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/execution/briefs/fix-review-plan-02-round2</loc>
    <lastmod>2026-09-07T11:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/execution/briefs/fix-review-plan-02-round3</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/execution/briefs/fix-review-plan-02</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/execution/briefs/fix-review-plan-07-round2</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/execution/briefs/fix-review-plan-07</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/execution/briefs/fix-review-plan-09-round2</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/execution/briefs/fix-review-plan-09</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/execution/briefs/fix-review-plan-11</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/execution/briefs/fix-review-plan-16</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/execution/briefs/implement-plan-02-synthetic-recovery</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/execution/briefs/implement-plan-07</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/execution/briefs/implement-plan-09</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/execution/briefs/implement-plan-10</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/execution/briefs/implement-plan-11</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/execution/briefs/implement-plan-15a</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/execution/briefs/implement-plan-16</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/execution/briefs/implement-plan-19</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/execution/briefs/implement-plan-20a</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/execution/briefs/implement-plan-23a</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/execution/briefs/implement-plan-32</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/execution/briefs/rereview-plan-02-hosted</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/execution/briefs/rereview-plan-02-round3</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/execution/briefs/rereview-plan-07-hosted-comments</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/execution/briefs/rereview-plan-07-round2</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/execution/briefs/rereview-plan-09-hosted-comments</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/execution/briefs/rereview-plan-09-round3</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/execution/briefs/rereview-plan-09-round4</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/execution/briefs/rereview-plan-11-hosted-comments</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/execution/briefs/rereview-plan-11</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/execution/briefs/rereview-plan-15a</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/execution/briefs/revalidate-backend-01-06</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/execution/briefs/revalidate-backend-07-11-35</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/execution/briefs/revalidate-builder-20-34</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/execution/briefs/revalidate-rendering-12-19</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/execution/briefs/review-plan-02-autofix</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/execution/briefs/review-plan-02-final</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/execution/briefs/review-plan-02-round5</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/execution/briefs/review-plan-02</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/execution/briefs/review-plan-07</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/execution/briefs/review-plan-09</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/execution/briefs/review-plan-11</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/execution/briefs/review-plan-15a-hosted</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/execution/briefs/review-plan-15a</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/execution/briefs/review-plan-16</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/execution/briefs/review-plan-20a</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/getting-started/quickstart</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/getting-started</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/guides/accessing-the-previous-version</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/guides/adding-a-cover-letter</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/guides/ai-agent-tools</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/guides/checking-service-status</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/guides/choosing-a-template</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/guides/creating-an-account</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/guides/creating-your-first-resume</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/guides/deleting-your-account</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/casdoor/versions/4.2.0/pages/README</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/guides/exporting-resume-to-markdown</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/casdoor/versions/4.2.0/pages/web/README</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/guides/exporting-your-resume</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/guides/fitting-content-on-a-page</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/casdoor/versions/4.2.0/pages/web/index</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/casdoor/versions/4.2.0/pages/web-old/public/index</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/guides/importing-applications-from-csv</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/guides/importing-resumes</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/guides/json-resume-schema</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/guides/linking-social-accounts</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/guides/managing-applications-with-mcp</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/guides/managing-resumes-from-the-dashboard</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/guides/moving-items-between-sections</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/guides/selecting-page-format</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/guides/setting-up-passkeys</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/guides/setting-up-two-factor-authentication</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/guides/sharing-your-resume-publicly</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/guides/tracking-job-applications</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/guides/undoing-changes-and-version-history</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/guides/updating-your-profile</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/guides/using-ai-agent</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/guides/using-ai-in-the-builder</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/guides/using-ai</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/guides/using-private-notes</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/guides/using-the-api</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/guides/using-the-ats-checker</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/guides/using-the-builder-dock</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/guides/using-the-mcp-server</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/guides/using-the-patch-api</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/research/europass/README</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/research/europass/artifacts/PROVENANCE</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/research/europass/mapping</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/self-hosting/docker</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/self-hosting/examples</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/self-hosting/migration</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/daily-stock-analysis/versions/3.32.0/pages/README</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/self-hosting/sso</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/daily-stock-analysis/versions/3.32.0/pages/SKILL</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/daily-stock-analysis/versions/3.32.0/pages/THIRD_PARTY_NOTICES</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/daily-stock-analysis/versions/3.32.0/pages/apps/dsa-desktop/renderer/loading</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/superpowers/plans/2026-07-28-semantic-css-stylesheet</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/daily-stock-analysis/versions/3.32.0/pages/docs/CONTRIBUTING_EN</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/daily-stock-analysis/versions/3.32.0/pages/docs/DEPLOY</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/daily-stock-analysis/versions/3.32.0/pages/docs/DEPLOY_EN</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/daily-stock-analysis/versions/3.32.0/pages/docs/FAQ</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/superpowers/plans/2026-07-28-seo-aeo-performance</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/daily-stock-analysis/versions/3.32.0/pages/docs/FAQ_EN</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/superpowers/plans/2026-07-28-seo-comparison-content-cluster</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/daily-stock-analysis/versions/3.32.0/pages/docs/INDEX</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/superpowers/plans/2026-07-29-semantic-css-reference-and-docs-generation</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/daily-stock-analysis/versions/3.32.0/pages/docs/INDEX_EN</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/daily-stock-analysis/versions/3.32.0/pages/docs/LLM_CONFIG_GUIDE</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/superpowers/plans/2026-08-13-implicit-social-signup</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/superpowers/plans/2026-09-05-cover-letter-library</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/daily-stock-analysis/versions/3.32.0/pages/docs/LLM_CONFIG_GUIDE_EN</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/superpowers/plans/2026-09-05-open-issue-audit</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/daily-stock-analysis/versions/3.32.0/pages/docs/README_CHT</loc>
    <lastmod>2026-09-07T11:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/daily-stock-analysis/versions/3.32.0/pages/docs/README_EN</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/daily-stock-analysis/versions/3.32.0/pages/docs/TUSHARE_STOCK_LIST_GUIDE</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/daily-stock-analysis/versions/3.32.0/pages/docs/agent-stream-events</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/daily-stock-analysis/versions/3.32.0/pages/docs/agent-trajectory-eval</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/use-cases/ai-resume-builder</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/daily-stock-analysis/versions/3.32.0/pages/docs/alerts</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/use-cases/api-mcp-resume-automation</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/use-cases/export-and-share-resumes</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/daily-stock-analysis/versions/3.32.0/pages/docs/analysis-context-pack</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/use-cases/free-resume-builder</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/daily-stock-analysis/versions/3.32.0/pages/docs/beginner-client-setup</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/use-cases/open-source-resume-builder</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/use-cases/privacy-focused-resume-builder</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/docs/use-cases/self-hosted-resume-builder</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/packages/ai/src/prompts/ats-review-system</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/packages/ai/src/prompts/ats-review-user</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/packages/ai/src/prompts/chat-system</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/packages/ai/src/prompts/docx-parser-user</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/packages/ai/src/prompts/parser-system</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/packages/ai/src/prompts/pdf-parser-user</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/packages/dsh-plugin/README</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/packages/dsh-plugin/docs/2026-08-16-design</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/packages/dsh-plugin/docs/plans/2026-08-16-implementation</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/packages/dsh-plugin/docs/spikes/2026-08-16-restrict-semantics</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/packages/pdf/test-artifacts/date-layout/README</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/packages/pdf/test-artifacts/date-layout/REMEDIATION</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/packages/resume/CONTEXT</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/plans/01-account-login-recovery</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/plans/02-hosted-v4-account-recovery</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/plans/03-mcp-registration</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/plans/04-ai-provider-compatibility</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/plans/05-ai-provider-migrations</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/plans/06-image-storage-delivery</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/plans/07-aio-deployment</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/plans/08-root-public-resume</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/plans/09-external-version-backup</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/plans/10-legacy-link-routing</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/plans/11-job-search-policy</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/plans/12-preview-and-export-failures</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/plans/13-font-glyph-and-spacing</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/plans/14-rtl-export-layout</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/plans/15-picture-fitting-and-style</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/plans/16-imported-table-borders</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/plans/17-list-and-skill-pagination</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/plans/18-preview-export-geometry</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/plans/19-literal-rich-text-whitespace</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/plans/20-section-restoration</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/plans/21-section-heading-visibility</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/plans/22-skill-keyword-presentation</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/plans/23-pagination-controls</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/plans/24-date-layout</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/plans/25-entry-company-logos</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/plans/26-secondary-color</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/plans/27-offline-fonts</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/plans/28-basics-custom-styles</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/plans/29-onyx-profile-header</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/plans/30-ats-export-evaluation</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/plans/31-document-accessibility</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/plans/32-section-date-sorting</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/plans/33-europass-template</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/plans/34-gengar-skill-layout</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/plans/35-resume-import-errors</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/october/versions/4.4.2/pages/README</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/october/versions/4.4.2/pages/modules/backend/README</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/plans/DECISIONS</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/october/versions/4.4.2/pages/modules/backend/assets/foundation/controls/autocomplete/README</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/plans/ORCHESTRATOR</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/october/versions/4.4.2/pages/modules/backend/assets/foundation/controls/balloon-selector/README</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/plans/PR-HANDOFF</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/october/versions/4.4.2/pages/modules/backend/assets/foundation/controls/callout/README</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/plans/README</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/october/versions/4.4.2/pages/modules/backend/assets/foundation/controls/chart/README</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/october/versions/4.4.2/pages/modules/backend/assets/foundation/controls/flashmessage/README</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/skills/resume-builder/SKILL</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/october/versions/4.4.2/pages/modules/backend/assets/foundation/controls/inspector/README</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/skills/resume-builder/references/schema</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/october/versions/4.4.2/pages/modules/backend/assets/foundation/controls/popup/README</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/october/versions/4.4.2/pages/modules/backend/assets/foundation/controls/tooltip/README</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/october/versions/4.4.2/pages/modules/backend/assets/foundation/elements/breadcrumb/README</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/reactive-resume/versions/5.3.0/pages/tooling/ats-export-evaluation/README</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/october/versions/4.4.2/pages/modules/backend/assets/foundation/scripts/drag/README</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/october/versions/4.4.2/pages/modules/backend/assets/foundation/scripts/foundation/README</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/october/versions/4.4.2/pages/modules/backend/widgets/table/README</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/october/versions/4.4.2/pages/modules/cms/README</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/october/versions/4.4.2/pages/modules/dashboard/README</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/october/versions/4.4.2/pages/modules/editor/README</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/october/versions/4.4.2/pages/modules/media/README</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/october/versions/4.4.2/pages/modules/system/README</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/october/versions/4.4.2/pages/modules/system/assets/toolbox/controls/change-monitor/README</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/october/versions/4.4.2/pages/modules/system/assets/toolbox/controls/checkbox/README</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/october/versions/4.4.2/pages/modules/system/assets/toolbox/controls/context-menu/README</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/october/versions/4.4.2/pages/modules/system/assets/toolbox/controls/custom-select/README</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/october/versions/4.4.2/pages/modules/system/assets/toolbox/controls/datepicker/README</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/october/versions/4.4.2/pages/modules/system/assets/toolbox/controls/drag-scroll/README</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/october/versions/4.4.2/pages/modules/system/assets/toolbox/controls/dropdown/README</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/october/versions/4.4.2/pages/modules/system/assets/toolbox/controls/input-hotkey/README</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/october/versions/4.4.2/pages/modules/system/assets/toolbox/controls/input-preset/README</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/october/versions/4.4.2/pages/modules/system/assets/toolbox/controls/input-trigger/README</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/october/versions/4.4.2/pages/modules/system/assets/toolbox/controls/loader-container/README</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/october/versions/4.4.2/pages/modules/system/assets/toolbox/controls/popover/README</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/october/versions/4.4.2/pages/modules/system/assets/toolbox/controls/rowlink/README</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/october/versions/4.4.2/pages/modules/system/assets/toolbox/controls/search-input/README</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/october/versions/4.4.2/pages/modules/system/assets/toolbox/controls/tab/README</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/october/versions/4.4.2/pages/modules/system/assets/toolbox/controls/toolbar/README</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/october/versions/4.4.2/pages/modules/system/assets/toolbox/elements/scoreboard/README</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/october/versions/4.4.2/pages/modules/system/assets/toolbox/elements/timeline/README</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/october/versions/4.4.2/pages/modules/system/assets/toolbox/elements/tooltip/README</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/october/versions/4.4.2/pages/modules/tailor/README</loc>
    <lastmod>2026-09-07T11:17:11+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/daily-stock-analysis/versions/3.32.0/pages/docs/bot/dingding-bot-config</loc>
    <lastmod>2026-09-07T11:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/daily-stock-analysis/versions/3.32.0/pages/docs/bot/discord-bot-config</loc>
    <lastmod>2026-09-07T11:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/daily-stock-analysis/versions/3.32.0/pages/docs/bot/feishu-bot-config</loc>
    <lastmod>2026-09-07T11:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/daily-stock-analysis/versions/3.32.0/pages/docs/bot-command</loc>
    <lastmod>2026-09-07T11:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/daily-stock-analysis/versions/3.32.0/pages/docs/bot-command_EN</loc>
    <lastmod>2026-09-07T11:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/daily-stock-analysis/versions/3.32.0/pages/docs/data-source-stability</loc>
    <lastmod>2026-09-07T11:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/daily-stock-analysis/versions/3.32.0/pages/docs/decision-signals</loc>
    <lastmod>2026-09-07T11:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/daily-stock-analysis/versions/3.32.0/pages/docs/deploy-webui-cloud</loc>
    <lastmod>2026-09-07T11:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/daily-stock-analysis/versions/3.32.0/pages/docs/desktop-package</loc>
    <lastmod>2026-09-07T11:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/daily-stock-analysis/versions/3.32.0/pages/docs/docker/zeabur-deployment</loc>
    <lastmod>2026-09-07T11:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/daily-stock-analysis/versions/3.32.0/pages/docs/examples/grok_bot/README</loc>
    <lastmod>2026-09-07T11:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/daily-stock-analysis/versions/3.32.0/pages/docs/examples/grok_bot/SKILL</loc>
    <lastmod>2026-09-07T11:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/daily-stock-analysis/versions/3.32.0/pages/docs/full-guide</loc>
    <lastmod>2026-09-07T11:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/daily-stock-analysis/versions/3.32.0/pages/docs/full-guide_EN</loc>
    <lastmod>2026-09-07T11:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/daily-stock-analysis/versions/3.32.0/pages/docs/grok-bot-integration</loc>
    <lastmod>2026-09-07T11:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/daily-stock-analysis/versions/3.32.0/pages/docs/image-extract-prompt</loc>
    <lastmod>2026-09-07T11:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/daily-stock-analysis/versions/3.32.0/pages/docs/intelligence-sources</loc>
    <lastmod>2026-09-07T11:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/daily-stock-analysis/versions/3.32.0/pages/docs/llm-providers</loc>
    <lastmod>2026-09-07T11:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/daily-stock-analysis/versions/3.32.0/pages/docs/market-support</loc>
    <lastmod>2026-09-07T11:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/daily-stock-analysis/versions/3.32.0/pages/docs/multi-strategy-contract</loc>
    <lastmod>2026-09-07T11:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/daily-stock-analysis/versions/3.32.0/pages/docs/notifications</loc>
    <lastmod>2026-09-07T11:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/daily-stock-analysis/versions/3.32.0/pages/docs/openclaw-skill-integration</loc>
    <lastmod>2026-09-07T11:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/daily-stock-analysis/versions/3.32.0/pages/docs/research-artifact</loc>
    <lastmod>2026-09-07T11:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/daily-stock-analysis/versions/3.32.0/pages/docs/run-diagnostics-p0</loc>
    <lastmod>2026-09-07T11:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/daily-stock-analysis/versions/3.32.0/pages/docs/run-diagnostics-p1</loc>
    <lastmod>2026-09-07T11:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/daily-stock-analysis/versions/3.32.0/pages/docs/run-diagnostics-p2</loc>
    <lastmod>2026-09-07T11:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/daily-stock-analysis/versions/3.32.0/pages/docs/run-diagnostics-p3</loc>
    <lastmod>2026-09-07T11:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/daily-stock-analysis/versions/3.32.0/pages/docs/screening-engine</loc>
    <lastmod>2026-09-07T11:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/daily-stock-analysis/versions/3.32.0/pages/docs/settings-help</loc>
    <lastmod>2026-09-07T11:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/daily-stock-analysis/versions/3.32.0/pages/docs/share-images</loc>
    <lastmod>2026-09-07T11:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/daily-stock-analysis/versions/3.32.0/pages/docs/stock-profile-api</loc>
    <lastmod>2026-09-07T11:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/daily-stock-analysis/versions/3.32.0/pages/strategies/README</loc>
    <lastmod>2026-09-07T11:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/COMMUNITY</loc>
    <lastmod>2026-09-07T12:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/COPYING</loc>
    <lastmod>2026-09-07T12:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/DEVELOPERS</loc>
    <lastmod>2026-09-07T12:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/INSTALL</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/README</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/USAGE</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/doc/abi</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/doc/android</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/doc/arm-endian</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/doc/avr</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/doc/brainfuck</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/doc/calling-conventions</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/doc/capstone</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/doc/cross-compile</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/doc/debug-internals</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/doc/debug</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/doc/devdebug</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/doc/dyncc</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/doc/emscripten</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/doc/esil</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/doc/flirt</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/doc/freebsd</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/doc/gdb</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/doc/gprobe</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/doc/haiku</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/doc/ida</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/doc/intro</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/doc/io-fixing</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/doc/io</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/doc/ios</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/doc/iphone</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/doc/kvast</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/doc/licenses</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/doc/macos</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/doc/macros</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/doc/maemo</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/doc/openbsd</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/doc/pdb/pdb_usage</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/doc/qnx</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/doc/r2pipe</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/doc/r2pipe2</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/doc/rap</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/doc/rapatch</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/doc/releases</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/doc/rgraph</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/doc/sandbox/README</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/doc/sdb_ordinal</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/doc/siol</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/doc/slides/r2-5.5.0.r2</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/doc/slides.r2</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/doc/snap</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/doc/solaris</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/doc/static</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/doc/strings</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/doc/termux</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/doc/wasm</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/doc/windbg</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/doc/windows</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/doc/yara</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/libr/anal/c/README</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/libr/anal/d/README</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/libr/arch/p/arm/gnu/README</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/libr/arch/p/stm8/gmtdisas/README</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/libr/arch/p/tricore/README</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/libr/egg/t/README</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/libr/xps/README</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/shlr/qjs/README</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/shlr/spp/README</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/shlr/www/bolt/index</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/shlr/www/console</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/shlr/www/d3/index</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/shlr/www/f/index</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/shlr/www/index</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/shlr/www/m/index</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/shlr/www/p/index</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/shlr/www/t/index</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/radare2/versions/6.2.2/pages/sys/apia/README</loc>
    <lastmod>2026-09-07T12:17:10+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/surrealdb/versions/3.2.4/pages/README</loc>
    <lastmod>2026-09-07T12:17:13+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/surrealdb/versions/3.2.4/pages/REVIEW</loc>
    <lastmod>2026-09-07T12:17:13+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/surrealdb/versions/3.2.4/pages/SECURITY_GUIDE</loc>
    <lastmod>2026-09-07T12:17:13+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/surrealdb/versions/3.2.4/pages/dev/docker/README</loc>
    <lastmod>2026-09-07T12:17:13+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/surrealdb/versions/3.2.4/pages/doc/BENCHMARKING</loc>
    <lastmod>2026-09-07T12:17:13+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/surrealdb/versions/3.2.4/pages/doc/BUILDING</loc>
    <lastmod>2026-09-07T12:17:13+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/surrealdb/versions/3.2.4/pages/doc/DEBUGGING</loc>
    <lastmod>2026-09-07T12:17:13+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/surrealdb/versions/3.2.4/pages/doc/DRIVERS</loc>
    <lastmod>2026-09-07T12:17:13+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/surrealdb/versions/3.2.4/pages/doc/OBSERVABILITY</loc>
    <lastmod>2026-09-07T12:17:13+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/surrealdb/versions/3.2.4/pages/doc/RELEASING</loc>
    <lastmod>2026-09-07T12:17:13+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/surrealdb/versions/3.2.4/pages/doc/TELEMETRY</loc>
    <lastmod>2026-09-07T12:17:13+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/surrealdb/versions/3.2.4/pages/doc/UPGRADING</loc>
    <lastmod>2026-09-07T12:17:13+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/surrealdb/versions/3.2.4/pages/doc/gql/LOWERING</loc>
    <lastmod>2026-09-07T12:17:13+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/surrealdb/versions/3.2.4/pages/doc/gql/README</loc>
    <lastmod>2026-09-07T12:17:13+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/surrealdb/versions/3.2.4/pages/doc/gql/REFERENCE</loc>
    <lastmod>2026-09-07T12:17:13+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/surrealdb/versions/3.2.4/pages/doc/gql/V2_DESIGN</loc>
    <lastmod>2026-09-07T12:17:13+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/surrealdb/versions/3.2.4/pages/docker/DOCKER</loc>
    <lastmod>2026-09-07T12:17:13+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/surrealdb/versions/3.2.4/pages/fuzz/README</loc>
    <lastmod>2026-09-07T12:17:13+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/surrealdb/versions/3.2.4/pages/language-tests/README</loc>
    <lastmod>2026-09-07T12:17:13+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/surrealdb/versions/3.2.4/pages/pkg/deb/NOTES</loc>
    <lastmod>2026-09-07T12:17:13+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/surrealdb/versions/3.2.4/pages/profiling/README</loc>
    <lastmod>2026-09-07T12:17:13+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/surrealdb/versions/3.2.4/pages/supply-chain/README</loc>
    <lastmod>2026-09-07T12:17:13+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/surrealdb/versions/3.2.4/pages/supply-chain/publishers</loc>
    <lastmod>2026-09-07T12:17:13+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/surrealdb/versions/3.2.4/pages/surrealdb/CARGO</loc>
    <lastmod>2026-09-07T12:17:13+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/surrealdb/versions/3.2.4/pages/surrealdb/README</loc>
    <lastmod>2026-09-07T12:17:13+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/surrealdb/versions/3.2.4/pages/surrealdb/benches/README</loc>
    <lastmod>2026-09-07T12:17:13+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/surrealdb/versions/3.2.4/pages/surrealdb/collections/README</loc>
    <lastmod>2026-09-07T12:17:13+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/surrealdb/versions/3.2.4/pages/surrealdb/core/README</loc>
    <lastmod>2026-09-07T12:17:13+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/surrealdb/versions/3.2.4/pages/surrealdb/core/src/catalog/compat/README</loc>
    <lastmod>2026-09-07T12:17:13+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/surrealdb/versions/3.2.4/pages/surrealdb/mcp/README</loc>
    <lastmod>2026-09-07T12:17:13+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/surrealdb/versions/3.2.4/pages/surrealdb/server/README</loc>
    <lastmod>2026-09-07T12:17:13+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/surrealdb/versions/3.2.4/pages/surrealdb/strand/README</loc>
    <lastmod>2026-09-07T12:17:13+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/surrealdb/versions/3.2.4/pages/surrealdb/types/README</loc>
    <lastmod>2026-09-07T12:17:13+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/surrealdb/versions/3.2.4/pages/surrealism/REVIEW</loc>
    <lastmod>2026-09-07T12:17:13+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/surrealdb/versions/3.2.4/pages/surrealism/types/README</loc>
    <lastmod>2026-09-07T12:17:13+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/surrealdb/versions/3.2.4/pages/surrealml/README</loc>
    <lastmod>2026-09-07T12:17:13+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/surrealdb/versions/3.2.4/pages/surrealml/core/README</loc>
    <lastmod>2026-09-07T12:17:13+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/README</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/docs/administration</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/docs/advanced_usage</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/docs/api</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/docs/configuration</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/docs/development</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/docs/faq</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/docs/index</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/docs/migration-v3</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/docs/setup</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/docs/troubleshooting</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/docs/usage</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src/documents/templates/account/account_inactive</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src/documents/templates/account/login</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src/documents/templates/account/password_reset</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src/documents/templates/account/password_reset_done</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src/documents/templates/account/password_reset_from_key</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src/documents/templates/account/password_reset_from_key_done</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src/documents/templates/account/signup</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src/documents/templates/index</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src/documents/templates/mfa/authenticate</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src/documents/templates/paperless-ngx/base</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src/documents/templates/socialaccount/authentication_error</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src/documents/templates/socialaccount/login</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src/documents/templates/socialaccount/signup</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src/paperless_mail/templates/email_msg_template</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/README</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/app.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/admin/config/config.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/admin/logs/logs.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/admin/settings/settings.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/admin/tasks/tasks.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/admin/trash/trash.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/admin/users-groups/users-groups.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/app-frame/global-search/global-search.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/app-frame/toasts-dropdown/toasts-dropdown.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/chat/chat/chat.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/common/clearable-badge/clearable-badge.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/common/confirm-button/confirm-button.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/common/confirm-dialog/confirm-dialog.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/common/confirm-dialog/merge-as-versions-confirm-dialog/merge-as-versions-confirm-dialog.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/common/confirm-dialog/merge-confirm-dialog/merge-confirm-dialog.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/common/confirm-dialog/password-removal-confirm-dialog/password-removal-confirm-dialog.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/common/confirm-dialog/reprocess-confirm-dialog/reprocess-confirm-dialog.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/common/confirm-dialog/rotate-confirm-dialog/rotate-confirm-dialog.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/common/custom-field-display/custom-field-display.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/common/custom-fields-dropdown/custom-fields-dropdown.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/common/custom-fields-query-dropdown/custom-fields-query-dropdown.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/common/dates-dropdown/dates-dropdown.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/common/edit-dialog/correspondent-edit-dialog/correspondent-edit-dialog.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/common/edit-dialog/custom-field-edit-dialog/custom-field-edit-dialog.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/common/edit-dialog/document-type-edit-dialog/document-type-edit-dialog.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/common/edit-dialog/group-edit-dialog/group-edit-dialog.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/common/edit-dialog/mail-account-edit-dialog/mail-account-edit-dialog.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/common/edit-dialog/mail-rule-edit-dialog/mail-rule-edit-dialog.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/common/edit-dialog/storage-path-edit-dialog/storage-path-edit-dialog.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/common/edit-dialog/tag-edit-dialog/tag-edit-dialog.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/common/edit-dialog/user-edit-dialog/user-edit-dialog.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/common/edit-dialog/workflow-edit-dialog/workflow-edit-dialog.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/common/email-document-dialog/email-document-dialog.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/common/filterable-dropdown/filterable-dropdown.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/common/filterable-dropdown/toggleable-dropdown-button/toggleable-dropdown-button.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/common/hotkey-dialog/hotkey-dialog.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/common/input/check/check.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/common/input/color/color.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/common/input/custom-fields-values/custom-fields-values.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/common/input/date/date.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/common/input/document-link/document-link.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/common/input/drag-drop-select/drag-drop-select.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/common/input/entries/entries.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/common/input/file/file.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/common/input/monetary/monetary.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/common/input/number/number.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/common/input/password/password.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/common/input/permissions/permissions-form/permissions-form.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/common/input/select/select.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/common/input/switch/switch.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/common/input/tags/tags.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/common/input/text/text.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/common/input/textarea/textarea.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/common/input/url/url.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/common/logo/logo.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/common/page-header/page-header.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/common/pdf-editor/pdf-editor.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/common/permissions-dialog/permissions-dialog.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/common/permissions-filter-dropdown/permissions-filter-dropdown.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/common/permissions-select/permissions-select.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/common/preview-popup/preview-popup.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/common/profile-edit-dialog/profile-edit-dialog.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/common/share-link-bundle-dialog/share-link-bundle-dialog.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/common/share-link-bundle-manage-dialog/share-link-bundle-manage-dialog.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/common/share-links-dialog/share-links-dialog.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/common/suggestions-dropdown/suggestions-dropdown.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/common/system-status-dialog/system-status-dialog.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/common/tag/tag.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/common/toast/toast.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/common/toasts/toasts.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/dashboard/dashboard.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/dashboard/widgets/saved-view-widget/saved-view-widget.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/dashboard/widgets/statistics-widget/statistics-widget.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/dashboard/widgets/upload-file-widget/upload-file-widget.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/dashboard/widgets/welcome-widget/welcome-widget.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/dashboard/widgets/widget-frame/widget-frame.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/document-asn/document-asn.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/document-detail/document-detail.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/document-detail/document-history/document-history.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/document-detail/document-version-dropdown/add-existing-document-version-dialog/add-existing-document-version-dialog.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/document-detail/document-version-dropdown/document-version-dropdown.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/document-detail/metadata-collapse/metadata-collapse.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/document-list/bulk-editor/bulk-editor.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/document-list/bulk-editor/custom-fields-bulk-edit-dialog/custom-fields-bulk-edit-dialog.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/document-list/document-card-large/document-card-large.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/document-list/document-card-small/document-card-small.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/document-list/document-list.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/document-list/filter-editor/filter-editor.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/document-list/save-view-config-dialog/save-view-config-dialog.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/document-notes/document-notes.component</loc>
    <lastmod>2026-09-07T12:17:15+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/file-drop/file-drop.component</loc>
    <lastmod>2026-09-07T12:17:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/manage/document-attributes/custom-fields/custom-fields.component</loc>
    <lastmod>2026-09-07T12:17:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/manage/document-attributes/document-attributes.component</loc>
    <lastmod>2026-09-07T12:17:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/manage/document-attributes/management-list/management-list.component</loc>
    <lastmod>2026-09-07T12:17:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/manage/mail/mail.component</loc>
    <lastmod>2026-09-07T12:17:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/manage/mail/processed-mail-dialog/processed-mail-dialog.component</loc>
    <lastmod>2026-09-07T12:17:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/manage/saved-views/saved-views.component</loc>
    <lastmod>2026-09-07T12:17:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/manage/workflows/workflows.component</loc>
    <lastmod>2026-09-07T12:17:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/paperless-ngx/versions/3.1.3/pages/src-ui/src/app/components/not-found/not-found.component</loc>
    <lastmod>2026-09-07T12:17:16+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v2rayng/versions/2.3.7/pages/CR</loc>
    <lastmod>2026-09-07T12:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v2rayng/versions/2.3.7/pages/README</loc>
    <lastmod>2026-09-07T12:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v2rayng/versions/2.3.7/pages/V2rayNG/app/src/main/assets/open_source_licenses</loc>
    <lastmod>2026-09-07T12:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/3rdparty/amd/profiling/PROFILING</loc>
    <lastmod>2026-09-07T12:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/3rdparty/amd/tuning/TUNING</loc>
    <lastmod>2026-09-07T12:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/3rdparty/amd/wheel/README</loc>
    <lastmod>2026-09-07T12:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/README</loc>
    <lastmod>2026-09-07T12:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/benchmark/asr/README</loc>
    <lastmod>2026-09-07T12:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/benchmark/blog_v0_2/README</loc>
    <lastmod>2026-09-07T12:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/benchmark/blog_v0_2/config</loc>
    <lastmod>2026-09-07T12:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/benchmark/boolq/README</loc>
    <lastmod>2026-09-07T12:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/benchmark/deepseek_v3/README</loc>
    <lastmod>2026-09-07T12:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/benchmark/gsm8k/README</loc>
    <lastmod>2026-09-07T12:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/benchmark/hellaswag/README</loc>
    <lastmod>2026-09-07T12:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/benchmark/hicache/README</loc>
    <lastmod>2026-09-07T12:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/benchmark/kernels/all_reduce/README</loc>
    <lastmod>2026-09-07T12:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/benchmark/kernels/deepseek/README</loc>
    <lastmod>2026-09-07T12:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/benchmark/kernels/flashinfer_allreduce_fusion/README</loc>
    <lastmod>2026-09-07T12:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/benchmark/kernels/fused_moe_triton/README</loc>
    <lastmod>2026-09-07T12:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/benchmark/kernels/quantization/README</loc>
    <lastmod>2026-09-07T12:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/benchmark/llava_bench/README</loc>
    <lastmod>2026-09-07T12:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/benchmark/mmlu/README</loc>
    <lastmod>2026-09-07T12:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/benchmark/mmmu/README</loc>
    <lastmod>2026-09-07T12:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/benchmark/ocr/README</loc>
    <lastmod>2026-09-07T12:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/README</loc>
    <lastmod>2026-09-07T12:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/Baidu/PaddleOCR-VL</loc>
    <lastmod>2026-09-07T12:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/Baidu/Unlimited-OCR</loc>
    <lastmod>2026-09-07T12:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/DeepReinforce/Ornith-1.0</loc>
    <lastmod>2026-09-07T12:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/DeepSeek/DeepSeek-Math-V2</loc>
    <lastmod>2026-09-07T12:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/DeepSeek/DeepSeek-OCR-2</loc>
    <lastmod>2026-09-07T12:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/DeepSeek/DeepSeek-OCR</loc>
    <lastmod>2026-09-07T12:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/DeepSeek/DeepSeek-R1</loc>
    <lastmod>2026-09-07T12:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/DeepSeek/DeepSeek-V3</loc>
    <lastmod>2026-09-07T12:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/lint-staged/versions/17.5.0/pages/MIGRATION</loc>
    <lastmod>2026-09-07T12:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/DeepSeek/DeepSeek-V3_1</loc>
    <lastmod>2026-09-07T12:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/lint-staged/versions/17.5.0/pages/README</loc>
    <lastmod>2026-09-07T12:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/DeepSeek/DeepSeek-V3_2</loc>
    <lastmod>2026-09-07T12:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/DeepSeek/DeepSeek-V4</loc>
    <lastmod>2026-09-07T12:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/Ernie/Ernie4.5-VL</loc>
    <lastmod>2026-09-07T12:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/Ernie/Ernie4.5</loc>
    <lastmod>2026-09-07T12:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/FlashLabs/Chroma1.0</loc>
    <lastmod>2026-09-07T12:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/GLM/GLM-4.5</loc>
    <lastmod>2026-09-07T12:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/GLM/GLM-4.5V</loc>
    <lastmod>2026-09-07T12:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/GLM/GLM-4.6</loc>
    <lastmod>2026-09-07T12:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/GLM/GLM-4.6V</loc>
    <lastmod>2026-09-07T12:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/GLM/GLM-4.7-Flash</loc>
    <lastmod>2026-09-07T12:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/GLM/GLM-4.7</loc>
    <lastmod>2026-09-07T12:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/GLM/GLM-5.1</loc>
    <lastmod>2026-09-07T12:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/GLM/GLM-5.2</loc>
    <lastmod>2026-09-07T12:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/GLM/GLM-5.3-Flash</loc>
    <lastmod>2026-09-07T12:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/GLM/GLM-5.3</loc>
    <lastmod>2026-09-07T12:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/GLM/GLM-5</loc>
    <lastmod>2026-09-07T12:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/GLM/GLM-Glyph</loc>
    <lastmod>2026-09-07T12:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/GLM/GLM-OCR</loc>
    <lastmod>2026-09-07T12:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/Google/DiffusionGemma</loc>
    <lastmod>2026-09-07T12:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/Google/EmbeddingGemma</loc>
    <lastmod>2026-09-07T12:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/Google/Gemma4</loc>
    <lastmod>2026-09-07T12:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/IBM/Granite-4.2</loc>
    <lastmod>2026-09-07T12:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/InclusionAI/LLaDA-2.1</loc>
    <lastmod>2026-09-07T12:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/InclusionAI/Ling-2.5-1T</loc>
    <lastmod>2026-09-07T12:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/InclusionAI/Ling-2.6</loc>
    <lastmod>2026-09-07T12:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/InclusionAI/Ling-3.0-flash</loc>
    <lastmod>2026-09-07T12:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/InclusionAI/Ling-3.0-tiny</loc>
    <lastmod>2026-09-07T12:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/InclusionAI/Ring-2.5-1T</loc>
    <lastmod>2026-09-07T12:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/InclusionAI/Ring-2.6-1T</loc>
    <lastmod>2026-09-07T12:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/InternLM/Intern-S1</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/InternLM/Intern-S2-Mobius</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/InternLM/Intern-S2-Preview</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/InternVL/InternVL3.5</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/Jina/Jina-reranker-m0</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/LiquidAI/LFM2.5</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/Meituan/LongCat-2.0</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/Meta/Llama3.1</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/Meta/Llama3.3-70B</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/Meta/Llama4</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/Meta/MuseGlimmer</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/MiniMax/MiniMax-M2.5</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/MiniMax/MiniMax-M2.7</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/MiniMax/MiniMax-M2</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/MiniMax/MiniMax-M3</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/Mistral/Devstral-2</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/Mistral/Ministral-3</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/Mistral/Mistral-Medium-3.5</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/Mistral/Mistral-Small-4</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/Moonshotai/Kimi-K2.5</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/Moonshotai/Kimi-K2.6</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/Moonshotai/Kimi-K2.7-Code</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/Moonshotai/Kimi-K2</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/Moonshotai/Kimi-K3</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/Moonshotai/Kimi-Linear</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/NVIDIA/Nemotron3-Nano-Omni</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/NVIDIA/Nemotron3-Nano</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/NVIDIA/Nemotron3-Super</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/NVIDIA/Nemotron3-Ultra</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/NVIDIA/Nemotron3.5-Lightning</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/OpenAI/GPT-OSS</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/OpenBMB/MiniCPM-V-4_6</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/Poolside/Laguna-M.1</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/Poolside/Laguna-S-2.1</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/Poolside/Laguna-XS-2.1</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/Poolside/Laguna-XS.2</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/Qwen/Qwen2.5-VL</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/Qwen/Qwen3-Coder-Next</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/Qwen/Qwen3-Coder</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/Qwen/Qwen3-Next</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/Qwen/Qwen3-VL</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/Qwen/Qwen3.5</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/Qwen/Qwen3.6</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/Qwen/Qwen3.8-27B</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/Qwen/Qwen3.8-Flash-Next</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/Qwen/Qwen3.8</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/Qwen/Qwen3</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/RedNote/Dots3-Note</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/StepFun/Step-3.7-Flash</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/StepFun/Step3-VL-10B</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/StepFun/Step3.5</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/Tencent/Hunyuan3-Preview</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/Tencent/Hy3</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/Tencent/Hy4-Preview</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/ThinkingMachines/Inkling-Small</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/ThinkingMachines/Inkling</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/Xiaomi/MiMo-V2-Flash</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/Xiaomi/MiMo-V2.5</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/autoregressive/intro</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/base/reference/server_arguments</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/diffusion/Cosmos/Cosmos3</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/diffusion/Ernie-Image/Ernie-Image</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/diffusion/FLUX/FLUX</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/diffusion/Ideogram/Ideogram4</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/diffusion/JoyEcho/JoyEcho</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/diffusion/Krea/Krea-2</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/diffusion/LTX/LTX2%20%26%20LTX2.3</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/diffusion/LTX/LTX2.5</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/diffusion/LingBot-Video/LingBot-Video-MoE</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/diffusion/LingBot-World/LingBot-World-2.0</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/diffusion/LingBot-World/LingBot-World</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/diffusion/LongCat/LongCat-Image</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/diffusion/LongLive/LongLive-2.0</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/diffusion/MOVA/MOVA</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/diffusion/MiniMax/MiniMax-H3</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/diffusion/Qwen-Image/Qwen-Image-Edit</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/diffusion/Qwen-Image/Qwen-Image</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/diffusion/README</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/diffusion/SANA-Video/SANA-Video</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/diffusion/SANA-WM/SANA-WM</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/diffusion/Wan/Wan2.1</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/diffusion/Wan/Wan2.2</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/diffusion/Z-Image/Z-Image-Turbo</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/diffusion/intro</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/intro</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/omni/FishAudio/S2-Pro</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/omni/intro</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/specbundle/specbundle_usage</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/specbundle/supported_models</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/vla/OpenPI/Pi0.5</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/cookbook/vla/intro</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/advanced_features/adaptive_speculative_decoding</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/advanced_features/attention_backend</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/advanced_features/breakable_cuda_graph</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/advanced_features/checkpoint_engine</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/advanced_features/cuda_graph_for_multi_modal_encoder</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/advanced_features/dcp</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/advanced_features/deterministic_inference</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/advanced_features/dp_dpa_smg_guide</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/advanced_features/dp_for_multi_modal_encoder</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/advanced_features/epd_disaggregation</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/advanced_features/expert_parallelism</loc>
    <lastmod>2026-09-07T12:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/advanced_features/forward_hooks</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/advanced_features/hicache</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/advanced_features/hicache_best_practices</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/advanced_features/hicache_design</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/advanced_features/hicache_storage_runtime_attach_detach</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/advanced_features/hisparse_guide</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/advanced_features/hyperparameter_tuning</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/advanced_features/llm-d</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/advanced_features/lora</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/advanced_features/model_loading</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/advanced_features/object_storage</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/README</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/advanced_features/observability</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/agents/README</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/advanced_features/overview</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/agents/plugins/trace_processor/skills/trace_processor/SKILL</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/advanced_features/pd_disaggregation</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/agents/prompts/README</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/agents/prompts/common</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/advanced_features/piecewise_cuda_graph</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/agents/prompts/templates/README</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/advanced_features/pipeline_parallelism</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/agents/prompts/templates/modular</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/advanced_features/quantization</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/agents/rules/debugging</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/agents/rules/execution-constraints</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/agents/rules/framework</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/advanced_features/quantized_kv_cache</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/agents/rules/git-cl</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/advanced_features/reasoning_aware_compression</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/agents/rules/git-commit</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/advanced_features/rfork</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/agents/rules/torque</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/agents/rules/v8-best-practices</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/advanced_features/separate_reasoning</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/agents/rules/v8-regression-testing</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/agents/rules/writing-skills</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/advanced_features/server_arguments</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/agents/skills/README</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/agents/skills/agent-evaluation-framework/SKILL</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/agents/skills/agent-self-improvement/SKILL</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/agents/skills/clangd-setup/SKILL</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/agents/skills/crossbench/SKILL</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/agents/skills/doc-invalidation-checker/SKILL</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/agents/skills/ecmascript-evaluation/SKILL</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/agents/skills/env-abstraction/SKILL</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/agents/skills/header-cycle-breaker/SKILL</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/agents/skills/jsvu/SKILL</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/agents/skills/minimize-reproducer/SKILL</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/advanced_features/session_radix_cache</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/agents/skills/orchestrator/SKILL</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/advanced_features/sgl_model_gateway</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/agents/skills/subagent-env-passing/SKILL</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/agents/skills/torque/SKILL</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/agents/skills/v8-ciderg-paths/SKILL</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/agents/skills/v8-commands/SKILL</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/agents/skills/v8-log/SKILL</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/agents/skills/v8-poc-classification/SKILL</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/agents/skills/v8-profile/SKILL</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/advanced_features/sglang_for_rl</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/agents/skills/v8-regression-testing/SKILL</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/agents/skills/v8-security-triaging/SKILL</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/advanced_features/speculative_decoding</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/agents/skills/v8-setup/SKILL</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/agents/skills/v8-structure/SKILL</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/agents/skills/v8-testing/SKILL</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/agents/skills/v8-understanding/SKILL</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/agents/skills/v8-workflow/SKILL</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/advanced_features/structured_outputs</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/agents/skills/wasm-d8-perf/SKILL</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/advanced_features/structured_outputs_for_reasoning_models</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/agents/skills/workflow-debugging/SKILL</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/advanced_features/tool_parser</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/agents/skills/workflow-general-debugging/SKILL</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/advanced_features/vlm_query</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/agents/skills/workflow-gerrit-fix/SKILL</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/basic_usage/anthropic_api</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/agents/skills/workflow-perf/SKILL</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/basic_usage/aws_sagemaker</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/custom_deps/README</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/README</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/basic_usage/native_api</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/api</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/basic_usage/offline_engine_api</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/become-committer</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/basic_usage/ollama_api</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/benchmarks</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/basic_usage/openai_api</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/blink-layout-tests</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/basic_usage/openai_api_completions</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/build-gn</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/build</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/basic_usage/openai_api_embeddings</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/builtin-functions</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/basic_usage/openai_api_vision</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/builtins/architecture</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/basic_usage/overview</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/basic_usage/sampling_params</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/builtins/torque-tutorial</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/codegen/assembler-architecture</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/basic_usage/send_request</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/developer_guide/bench_serving</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/codegen/code-stub-assembler</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/codegen/csa-tutorial</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/developer_guide/benchmark_and_profiling</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/committer-responsibility</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/developer_guide/contribution_guide</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/compile-arm64</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/compiler/concurrency-and-background-compilation</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/developer_guide/development_guide_using_docker</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/compiler/maglev/compiler-maglev-regalloc</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/developer_guide/development_jit_kernel_guide</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/compiler/maglev/compiler-maglev</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/developer_guide/evaluating_new_models</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/compiler/sparkplug/compiler-sparkplug</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/developer_guide/msprobe_debugging_guide</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/compiler/turbofan/compiler-turbofan</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/compiler/turboshaft/compiler-turboshaft-copying-approach</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/developer_guide/overview</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/compiler/turboshaft/compiler-turboshaft-ir</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/developer_guide/quantization_contribution_guide</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/developer_guide/release_process</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/compiler/turboshaft/compiler-turboshaft-reducers</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/developer_guide/serve_backend_plugins</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/compiler/turboshaft/compiler-turboshaft</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/developer_guide/setup_github_runner</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/compiler/why-cfg</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/get-started/install</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/contribute</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/get-started/quickstart</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/cross-compile-arm</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/cross-compile-ios</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/hardware-platforms/amd_gpu</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/d8</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/hardware-platforms/apple_metal</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/debug-arm</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/hardware-platforms/ascend-npus/development/contribution_guide</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/design-review-guidelines</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/hardware-platforms/ascend-npus/development/operator_development</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/embed</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/hardware-platforms/ascend-npus/development/operator_performance_optimizing</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/hardware-platforms/ascend-npus/development/support_new_models</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/evaluate-code-coverage</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/feature-launch-process</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/hardware-platforms/ascend-npus/diffusion/disaggregation</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/hardware-platforms/ascend-npus/evaluation/accuracy_evaluation</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/flake-bisect</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/hardware-platforms/ascend-npus/evaluation/performance_testing</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/gdb-jit</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/gdb</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/hardware-platforms/ascend-npus/faq</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/hardware-platforms/ascend-npus/getting-started/installation</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/heap/compaction</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/heap/garbage-collection</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/hardware-platforms/ascend-npus/getting-started/quick_start</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/heap/handles</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/hardware-platforms/ascend-npus/mindspore_backend</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/heap/heap-overview</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/hardware-platforms/ascend-npus/model-deployment/best-practices/deepseek_r1</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/heap/marking-and-sweeping</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/heap/objects-and-maps</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/hardware-platforms/ascend-npus/model-deployment/best-practices/deepseek_v3_2</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/heap/pointer-compression</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/hardware-platforms/ascend-npus/model-deployment/best-practices/deepseek_v4_flash</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/heap/pointer-tagging</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/hardware-platforms/ascend-npus/model-deployment/best-practices/glm_5_1</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/heap/roots</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/heap/zone-allocator</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/i18n</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/hardware-platforms/ascend-npus/model-deployment/best-practices/glm_5_2</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/ide-setup</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/hardware-platforms/ascend-npus/model-deployment/best-practices/kimi_k2_6</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/index</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/inspector</loc>
    <lastmod>2026-09-07T12:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/interpreter/interpreter-ignition</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/hardware-platforms/ascend-npus/model-deployment/best-practices/mimo_v2_flash</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/javascript-overview</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/linux-perf</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/hardware-platforms/ascend-npus/model-deployment/best-practices/minimax_m2_5</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/memory-leaks</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/hardware-platforms/ascend-npus/model-deployment/best-practices/qwen3_235b_a22b</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/merge-patch</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/hardware-platforms/ascend-npus/model-deployment/best-practices/qwen3_30b_a3b</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/node-integration</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/objects/descriptor-and-transition-arrays</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/hardware-platforms/ascend-npus/model-deployment/best-practices/qwen3_32b</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/objects/fields-and-elements</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/hardware-platforms/ascend-npus/model-deployment/best-practices/qwen3_5_397b</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/objects/lookup-iterator</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/objects/strings</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/hardware-platforms/ascend-npus/model-deployment/best-practices/qwen3_6_27b</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/official-support</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/hardware-platforms/ascend-npus/model-deployment/best-practices/qwen3_6_35b_a3b</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/overview</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/parsing/hole-check-elimination-parser</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/hardware-platforms/ascend-npus/model-deployment/best-practices/qwen3_8b</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/parsing/hole-check-elision</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/hardware-platforms/ascend-npus/model-deployment/best-practices/qwen3_next_80b_a3b_instruct</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/parsing/hole-checks-bytecode</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/hardware-platforms/ascend-npus/model-deployment/tutorials/deepseek_r1</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/parsing/hole-checks-optimized</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/hardware-platforms/ascend-npus/model-deployment/tutorials/deepseek_v3_2</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/parsing/lazy-parsing-and-preparser</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/parsing/parser-and-ast</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/hardware-platforms/ascend-npus/model-deployment/tutorials/deepseek_v4_flash</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/ports</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/hardware-platforms/ascend-npus/model-deployment/tutorials/glm_5_1</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/profile-chromium</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/hardware-platforms/ascend-npus/model-deployment/tutorials/glm_5_2</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/profile</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/hardware-platforms/ascend-npus/model-deployment/tutorials/hy3</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/rcs</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/hardware-platforms/ascend-npus/model-deployment/tutorials/kimi_k2_6</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/regexp/architecture</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/hardware-platforms/ascend-npus/model-deployment/tutorials/mimo_v2_flash</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/release-process</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/hardware-platforms/ascend-npus/model-deployment/tutorials/minimax_m2_5</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/respectful-code</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/hardware-platforms/ascend-npus/model-deployment/tutorials/qwen3_235b_a22b</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/runtime/deoptimization</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/runtime/exception-handling</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/hardware-platforms/ascend-npus/model-deployment/tutorials/qwen3_30b_a3b</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/runtime/function-architecture</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/hardware-platforms/ascend-npus/model-deployment/tutorials/qwen3_32b</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/runtime/hidden-classes-and-ics</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/hardware-platforms/ascend-npus/model-deployment/tutorials/qwen3_5_397b</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/runtime/hidden-classes-tutorial</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/hardware-platforms/ascend-npus/model-deployment/tutorials/qwen3_6_27b</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/runtime/scopes-and-scope-infos</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/hardware-platforms/ascend-npus/model-deployment/tutorials/qwen3_6_35b_a3b</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/runtime/stack-walking</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/runtime/tiering</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/hardware-platforms/ascend-npus/model-deployment/tutorials/qwen3_8_max</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/sandbox/architecture</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/hardware-platforms/ascend-npus/model-deployment/tutorials/qwen3_8b</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/security/reproducing-bugs</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/security/triaging</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/hardware-platforms/ascend-npus/model-deployment/tutorials/qwen3_next_80b_a3b_instruct</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/snapshot/architecture</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/hardware-platforms/ascend-npus/optimization/parameter_tuning</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/source-code</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/stack-trace-api</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/hardware-platforms/ascend-npus/optimization/profiling</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/test</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/torque/architecture</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/hardware-platforms/ascend-npus/optimization/quantization</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/torque/user-manual</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/hardware-platforms/ascend-npus/optimization/ring_sp_performance</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/hardware-platforms/ascend-npus/reference/environment_variables</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/trace</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/hardware-platforms/ascend-npus/reference/glossary</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/triage-issues</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/untrusted-code-mitigations</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/hardware-platforms/ascend-npus/reference/support_features</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/version-numbers</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/viewer/index</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/wasm/architecture</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/wasm-shipping-checklist</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/docs/webassembly-opcode</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/include/APIDesign</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/hardware-platforms/ascend-npus/reference/support_models</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/include/cppgc/README</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/infra/README</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/hardware-platforms/cpu_server</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/infra/playground/README</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/infra/testing/README</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/hardware-platforms/mthreads_gpu</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/src/base/numerics/README</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/hardware-platforms/nvidia-gpus</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/hardware-platforms/nvidia_jetson</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/src/heap/WRITE_BARRIER</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/hardware-platforms/overview</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/src/sandbox/GLOSSARY</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/hardware-platforms/plugin</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/src/sandbox/README</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/third_party/inspector_protocol/README</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/hardware-platforms/tpu</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/third_party/llvm-libc/README</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/tools/README</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/hardware-platforms/xpu</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/tools/callstats</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/references/custom_chat_template</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/tools/clusterfuzz/js_fuzzer/README</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/references/environment_variables</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/tools/clusterfuzz/trials/README</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/tools/debug_helper/README</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/tools/debug_helper/plugins/README</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/tools/heap-layout/heap-layout-viewer-template</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/tools/heap-layout/heap-size-trend-viewer-template</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/tools/heap-layout/index</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/tools/heap-stats/README</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/imageglass/versions/10.0.6.906/pages/CLA</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/tools/heap-stats/global-timeline-template</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/references/faq</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/imageglass/versions/10.0.6.906/pages/README</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/tools/heap-stats/histogram-viewer-template</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/references/frontend/choices_methods</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/tools/heap-stats/index</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/imageglass/versions/10.0.6.906/pages/source/__assets/linux/appimage/README</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/references/frontend/frontend_index</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/tools/index</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/imageglass/versions/10.0.6.906/pages/source/__assets/linux/flatpak/README</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/references/frontend/frontend_tutorial</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/tools/js/log-file-reader-template</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/imageglass/versions/10.0.6.906/pages/source/__assets/win/README</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/references/multi_node_deployment/deploy_on_k8s</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/tools/link_clicker.extension/popup</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/tools/mb/README</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/tools/mb/docs/README</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/imageglass/versions/10.0.6.906/pages/v9/Components/ImageGlass.Settings/WebUI/FrmAbout</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/references/multi_node_deployment/lws_pd/lws_pd_deploy</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/tools/mb/docs/design_spec</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/imageglass/versions/10.0.6.906/pages/v9/Components/ImageGlass.Settings/WebUI/FrmQuickSetup</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/references/multi_node_deployment/multi_node</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/tools/mb/docs/user_guide</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/references/multi_node_deployment/multi_node_index</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/imageglass/versions/10.0.6.906/pages/v9/Components/ImageGlass.Settings/WebUI/FrmSettings</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/tools/parse-processor</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/imageglass/versions/10.0.6.906/pages/v9/Components/ImageGlass.Settings/WebUI/FrmUpdate</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/references/multi_node_deployment/rbg_pd/deepseekv32_pd</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/tools/profiling/README</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/imageglass/versions/10.0.6.906/pages/v9/Components/ImageGlass.WebP/README</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/references/nightly_precision_regression</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/tools/profview/index</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/tools/regexp/correctness_fuzzer/README</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/references/overview</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/tools/system-analyzer/index</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/references/post_training_integration</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/tools/system-analyzer/view/code-panel-template</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/references/production_metrics</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/tools/system-analyzer/view/list-panel-template</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/references/production_request_trace</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/tools/system-analyzer/view/map-panel-template</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/tools/system-analyzer/view/profiler-panel-template</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/references/torch_compile_cache</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/tools/system-analyzer/view/script-panel-template</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/sglang-diffusion/api/cli</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/tools/system-analyzer/view/timeline/timeline-track-template</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/tools/system-analyzer/view/timeline-panel-template</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/sglang-diffusion/api/openai_api</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/tools/torque/vim-torque/README</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/tools/turbolizer/README</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/sglang-diffusion/api/post_processing</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/tools/turbolizer/info-view</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/sglang-diffusion/attention_backends</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/tools/v8windbg/README</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/sglang-diffusion/cache_dit</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/tools/zone-stats/global-timeline-template</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/v8/versions/15.5.14/pages/tools/zone-stats/index</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/sglang-diffusion/caching-acceleration</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/sglang-diffusion/ci_perf</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/sglang-diffusion/compatibility_matrix</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/sglang-diffusion/contributing</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/sglang-diffusion/deployment_cookbook</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/sglang-diffusion/disaggregation</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/sglang-diffusion/dynamic_batching</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/sglang-diffusion/encoder_parallel</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/sglang-diffusion/environment_variables</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/sglang-diffusion/fused_kernels</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/sglang-diffusion/index</loc>
    <lastmod>2026-09-07T12:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/sglang-diffusion/installation</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/sglang-diffusion/models_with_ar</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/sglang-diffusion/models_with_pe</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/sglang-diffusion/parallelism</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/sglang-diffusion/performance-optimization</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/sglang-diffusion/profiling</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/sglang-diffusion/progressive_resolution</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/sglang-diffusion/quantization</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/sglang-diffusion/realtime_models</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/sglang-diffusion/ring_sp_performance</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/sglang-diffusion/spectrum</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/sglang-diffusion/support_new_models</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/sglang-diffusion/teacache</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/supported-models/classify_models</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/supported-models/diffusion_language_models</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/supported-models/embedding_models</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/supported-models/generative_models</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/supported-models/mindspore_models</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/supported-models/modelscope</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/supported-models/multimodal_language_models</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/supported-models/rerank_models</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/supported-models/reward_models</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/supported-models/support_new_models</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/supported-models/transformers_fallback</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/docs/supported-models</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/docs/index</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/examples/frontend_language/usage/rag_using_parea/trace_and_evaluate_rag_using_parea</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/examples/frontend_language/usage/triton/README</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/examples/monitoring/README</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/examples/profiler/nsys_profile_tools/README</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/examples/runtime/README</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/examples/runtime/engine/readme</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/examples/usage/reasoning_aware_compression/README</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/experimental/sgl-router/BENCHMARKS</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/experimental/sgl-router/README</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/experimental/sgl-router/monitoring/README</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/experimental/sgl-router/sgl-kv-indexer/README</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/python/sglang/README</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/python/sglang/kernels/README</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/python/sglang/kernels/aot/README</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/python/sglang/kernels/aot/csrc/metal/README</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/python/sglang/kernels/ops/attention/flash_attn/cute/README</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/python/sglang/kernels/ops/diffusion/README</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/python/sglang/kernels/ops/moe/trtllm_lora_temp/SOURCE</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/python/sglang/kernels/ops/quantization/configs/README</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/python/sglang/multimodal_gen/README</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/python/sglang/multimodal_gen/apps/ComfyUI_SGLDiffusion/README</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/python/sglang/multimodal_gen/apps/realtime_webui/README</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/python/sglang/multimodal_gen/apps/realtime_webui/index</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/python/sglang/multimodal_gen/apps/webui/README</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/python/sglang/multimodal_gen/csrc/attn/vmoba_attn/README</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/python/sglang/multimodal_gen/runtime/layers/attention/backends/subblock_sparse/README</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/python/sglang/srt/entrypoints/ollama/README</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/python/sglang/srt/layers/moe/moe_runner/triton_utils/configs/README</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/python/sglang/srt/layers/quantization/compressed_tensors/README</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/python/sglang/srt/layers/quantization/modelslim/README</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/python/sglang/srt/mem_cache/README</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/python/sglang/srt/mem_cache/storage/aibrix_kvcache/README</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/python/sglang/srt/mem_cache/storage/eic/README</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/python/sglang/srt/mem_cache/storage/flexkv/README</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/python/sglang/srt/mem_cache/storage/hf3fs/docs/README</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/python/sglang/srt/mem_cache/storage/hf3fs/docs/deploy_sglang_3fs_multinode</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/python/sglang/srt/mem_cache/storage/hf3fs/docs/setup_usrbio_client</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/python/sglang/srt/mem_cache/storage/lmcache/README</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/python/sglang/srt/mem_cache/storage/mooncake_store/README</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/python/sglang/srt/mem_cache/storage/nixl/README</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/python/sglang/srt/mem_cache/storage/simm/README</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/python/sglang/srt/mem_cache/unified_cache/components/README</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/python/sglang/srt/multimodal/evs/README</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/rust/mem-cache/README</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/rust/sglang-mm/README</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/rust/sglang-server/README</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/scripts/ci/slurm/log_analysis_prompt</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/scripts/ci_monitor/README</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/scripts/code_sync/guideline</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/scripts/playground/frontend_reasoning</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/scripts/release/README</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/sgl-model-gateway/README</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/sgl-model-gateway/bindings/golang/README</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/sgl-model-gateway/bindings/golang/examples/oai_server/README</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/sgl-model-gateway/bindings/golang/examples/oai_server/docs/benchmark_result</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/sgl-model-gateway/bindings/python/README</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/sgl-model-gateway/examples/wasm/README</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/sgl-model-gateway/examples/wasm/wasm-guest-auth/README</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/sgl-model-gateway/examples/wasm/wasm-guest-logging/README</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/sglang/versions/0.5.19/pages/sgl-model-gateway/examples/wasm/wasm-guest-ratelimit/README</loc>
    <lastmod>2026-09-07T12:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/DOCS_TRANSLATIONS</loc>
    <lastmod>2026-09-07T12:17:25+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/README</loc>
    <lastmod>2026-09-07T12:17:25+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/api-reference/introduction</loc>
    <lastmod>2026-09-07T12:17:25+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/concepts/agent-capabilities</loc>
    <lastmod>2026-09-07T12:17:25+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/concepts/agents</loc>
    <lastmod>2026-09-07T12:17:25+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/concepts/checkpointing</loc>
    <lastmod>2026-09-07T12:17:25+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/concepts/cli</loc>
    <lastmod>2026-09-07T12:17:25+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/concepts/collaboration</loc>
    <lastmod>2026-09-07T12:17:25+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/concepts/crews</loc>
    <lastmod>2026-09-07T12:17:25+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/concepts/event-listener</loc>
    <lastmod>2026-09-07T12:17:25+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/concepts/files</loc>
    <lastmod>2026-09-07T12:17:25+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/concepts/flows</loc>
    <lastmod>2026-09-07T12:17:25+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/concepts/knowledge</loc>
    <lastmod>2026-09-07T12:17:25+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/concepts/llms</loc>
    <lastmod>2026-09-07T12:17:25+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/concepts/memory</loc>
    <lastmod>2026-09-07T12:17:25+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/concepts/planning</loc>
    <lastmod>2026-09-07T12:17:25+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/concepts/processes</loc>
    <lastmod>2026-09-07T12:17:25+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/concepts/production-architecture</loc>
    <lastmod>2026-09-07T12:17:25+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/concepts/reasoning</loc>
    <lastmod>2026-09-07T12:17:25+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/concepts/skills</loc>
    <lastmod>2026-09-07T12:17:25+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/concepts/streaming</loc>
    <lastmod>2026-09-07T12:17:25+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/concepts/tasks</loc>
    <lastmod>2026-09-07T12:17:25+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/concepts/testing</loc>
    <lastmod>2026-09-07T12:17:25+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/concepts/tools</loc>
    <lastmod>2026-09-07T12:17:25+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/concepts/training</loc>
    <lastmod>2026-09-07T12:17:25+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/examples/cookbooks</loc>
    <lastmod>2026-09-07T12:17:25+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/examples/example</loc>
    <lastmod>2026-09-07T12:17:25+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/guides/advanced/customizing-prompts</loc>
    <lastmod>2026-09-07T12:17:25+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/guides/advanced/fingerprinting</loc>
    <lastmod>2026-09-07T12:17:25+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/guides/agents/crafting-effective-agents</loc>
    <lastmod>2026-09-07T12:17:25+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/guides/coding-tools/agents-md</loc>
    <lastmod>2026-09-07T12:17:25+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/guides/coding-tools/build-with-ai</loc>
    <lastmod>2026-09-07T12:17:25+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/guides/concepts/evaluating-use-cases</loc>
    <lastmod>2026-09-07T12:17:25+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/guides/crews/first-crew</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/guides/flows/conversational-flows</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/guides/flows/first-flow</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/guides/flows/inputs-id-deprecation</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/guides/flows/mastering-flow-state</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/guides/frontend/a2ui</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/guides/frontend/agentic-generative-ui</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/guides/frontend/channels</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/guides/frontend/conversational-flows</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/guides/frontend/frontend-actions</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/guides/frontend/generative-ui</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/guides/frontend/human-in-the-loop</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/guides/frontend/overview</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/guides/frontend/predictive-state-updates</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/guides/frontend/reasoning</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/guides/frontend/shared-state</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/guides/frontend/tool-based-generative-ui</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/guides/migration/migrating-from-langgraph</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/guides/migration/upgrading-crewai</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/guides/tools/publish-custom-tools</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/index</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/installation</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/introduction</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/learn/a2a-agent-delegation</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/learn/a2ui</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/learn/before-and-after-kickoff-hooks</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/learn/bring-your-own-agent</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/learn/coding-agents</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/learn/conditional-tasks</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/learn/consuming-streams</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/learn/create-custom-tools</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/learn/custom-llm</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/learn/custom-manager-agent</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/droid-ify/versions/0.7.7/pages/README</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/learn/customizing-agents</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/learn/dalle-image-generation</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/learn/execution-boundary-hooks</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/learn/execution-hooks</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/learn/force-tool-output-as-result</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/learn/hierarchical-process</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/learn/human-feedback-in-flows</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/learn/human-in-the-loop</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/learn/human-input-on-execution</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/learn/kickoff-async</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/learn/kickoff-for-each</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/learn/litellm-removal-guide</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/learn/llm-connections</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/learn/llm-hooks</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/learn/llm-selection-guide</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/learn/multimodal-agents</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/learn/overview</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/learn/replay-tasks-from-latest-crew-kickoff</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/learn/sequential-process</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/learn/step-hooks</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/learn/streaming-crew-execution</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/learn/streaming-flow-execution</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/learn/streaming-runtime-contract</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/learn/tool-hooks</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/learn/using-annotations</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/mcp/dsl-integration</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/mcp/multiple-servers</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/mcp/overview</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/mcp/security</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/mcp/sse</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/mcp/stdio</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/mcp/streamable-http</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/observability/arize-phoenix</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/observability/braintrust</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/observability/datadog</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/observability/galileo</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/observability/langdb</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/observability/langfuse</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/observability/langtrace</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/observability/maxim</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/observability/mlflow</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/observability/neatlogs</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/observability/openlit</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/observability/opik</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/observability/overview</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/observability/patronus-evaluation</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/observability/portkey</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/observability/tracing</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/observability/truefoundry</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/observability/weave</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/quickstart</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/skills</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/snippets/snippet-intro</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/telemetry</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/ai-ml/aimindtool</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/ai-ml/codeinterpretertool</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/ai-ml/dalletool</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/ai-ml/daytona</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/ai-ml/e2bsandboxtools</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/ai-ml/langchaintool</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/ai-ml/llamaindextool</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/ai-ml/overview</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/ai-ml/ragtool</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/ai-ml/visiontool</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/automation/apifyactorstool</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/automation/composiotool</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/automation/multiontool</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/automation/overview</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/automation/waittool</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/automation/zapieractionstool</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/cloud-storage/bedrockkbretriever</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/cloud-storage/overview</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/cloud-storage/s3readertool</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/cloud-storage/s3writertool</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/database-data/db2searchtool</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/database-data/mongodbvectorsearchtool</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/database-data/mysqltool</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/database-data/nl2sqltool</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/database-data/overview</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/database-data/pgsearchtool</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/database-data/qdrantvectorsearchtool</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/database-data/singlestoresearchtool</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/database-data/snowflakesearchtool</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/database-data/weaviatevectorsearchtool</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/file-document/csvsearchtool</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/file-document/directoryreadtool</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/file-document/directorysearchtool</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/file-document/docxsearchtool</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/file-document/filereadtool</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/file-document/filewritetool</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/file-document/jsonsearchtool</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/file-document/mdxsearchtool</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/file-document/ocrtool</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/file-document/overview</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/file-document/pdf-text-writing-tool</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/file-document/pdfsearchtool</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/file-document/txtsearchtool</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/file-document/xmlsearchtool</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/integration/bedrockinvokeagenttool</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/integration/crewaiautomationtool</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/integration/mergeagenthandlertool</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/integration/overview</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/overview</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/search-research/arxivpapertool</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/search-research/bravesearchtool</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/search-research/codedocssearchtool</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/search-research/databricks-query-tool</loc>
    <lastmod>2026-09-07T12:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/search-research/exasearchtool</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/search-research/githubsearchtool</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/search-research/linkupsearchtool</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/search-research/overview</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/search-research/serpapi-googlesearchtool</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/search-research/serpapi-googleshoppingtool</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/search-research/serperdevtool</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/search-research/tavilyextractortool</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/search-research/tavilygetresearchtool</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/search-research/tavilyresearchtool</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/search-research/tavilysearchtool</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/search-research/websitesearchtool</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/search-research/youai-search</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/search-research/youtubechannelsearchtool</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/search-research/youtubevideosearchtool</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/tool-integrations/overview</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/web-scraping/brightdata-tools</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/web-scraping/browserbaseloadtool</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/web-scraping/firecrawlcrawlwebsitetool</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/web-scraping/firecrawlscrapewebsitetool</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/web-scraping/firecrawlsearchtool</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/web-scraping/hyperbrowserloadtool</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/web-scraping/overview</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/web-scraping/oxylabsscraperstool</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/web-scraping/scrapeelementfromwebsitetool</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/web-scraping/scrapegraphscrapetool</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/web-scraping/scrapewebsitetool</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/web-scraping/scrapflyscrapetool</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/web-scraping/seleniumscrapingtool</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/web-scraping/serperscrapewebsitetool</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/web-scraping/spidertool</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/web-scraping/stagehandtool</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/edge/en/tools/web-scraping/youai-contents</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/index</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/api-reference/introduction</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/concepts/agents</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/concepts/cli</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/concepts/collaboration</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/concepts/crews</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/concepts/event-listener</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/concepts/files</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/concepts/flows</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/concepts/knowledge</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/concepts/llms</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/concepts/memory</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/concepts/planning</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/concepts/processes</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/concepts/production-architecture</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/concepts/reasoning</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/concepts/tasks</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/concepts/testing</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/concepts/tools</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/concepts/training</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/examples/cookbooks</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/examples/example</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/guides/advanced/customizing-prompts</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/guides/advanced/fingerprinting</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/guides/agents/crafting-effective-agents</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/guides/coding-tools/agents-md</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/guides/concepts/evaluating-use-cases</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/guides/crews/first-crew</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/guides/flows/first-flow</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/guides/flows/mastering-flow-state</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/index</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/installation</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/introduction</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/learn/a2a-agent-delegation</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/learn/before-and-after-kickoff-hooks</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/learn/bring-your-own-agent</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/learn/coding-agents</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/learn/conditional-tasks</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/learn/create-custom-tools</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/learn/custom-llm</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/learn/custom-manager-agent</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/learn/customizing-agents</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/learn/dalle-image-generation</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/learn/execution-hooks</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/learn/force-tool-output-as-result</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/learn/hierarchical-process</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/learn/human-feedback-in-flows</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/learn/human-in-the-loop</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/learn/human-input-on-execution</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/learn/kickoff-async</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/learn/kickoff-for-each</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/learn/llm-connections</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/learn/llm-hooks</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/learn/llm-selection-guide</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/learn/multimodal-agents</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/learn/overview</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/learn/replay-tasks-from-latest-crew-kickoff</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/learn/sequential-process</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/learn/streaming-crew-execution</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/learn/streaming-flow-execution</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/learn/tool-hooks</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/learn/using-annotations</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/mcp/dsl-integration</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/mcp/multiple-servers</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/mcp/overview</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/mcp/security</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/mcp/sse</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/mcp/stdio</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/mcp/streamable-http</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/observability/arize-phoenix</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/observability/braintrust</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/observability/datadog</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/observability/galileo</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/observability/langdb</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/observability/langfuse</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/observability/langtrace</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/observability/maxim</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/pyvideotrans/versions/4.12/pages/README</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/observability/mlflow</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/observability/neatlogs</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/pyvideotrans/versions/4.12/pages/docs/README_CN</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/observability/openlit</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/pyvideotrans/versions/4.12/pages/docs/Synchronize</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/observability/opik</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/observability/overview</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/observability/patronus-evaluation</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/pyvideotrans/versions/4.12/pages/docs/about</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/observability/portkey</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/pyvideotrans/versions/4.12/pages/docs/architecture</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/observability/tracing</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/observability/truefoundry</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/observability/weave</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/pyvideotrans/versions/4.12/pages/docs/cli</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/quickstart</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/snippets/snippet-intro</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/telemetry</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/ai-ml/aimindtool</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/ai-ml/codeinterpretertool</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/ai-ml/dalletool</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/ai-ml/langchaintool</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/pyvideotrans/versions/4.12/pages/docs/faq</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/ai-ml/llamaindextool</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/ai-ml/overview</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/ai-ml/ragtool</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/pyvideotrans/versions/4.12/pages/docs/googlecloud_tts</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/ai-ml/visiontool</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/pyvideotrans/versions/4.12/pages/docs/language</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/automation/apifyactorstool</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/pyvideotrans/versions/4.12/pages/docs/webui</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/automation/composiotool</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/pyvideotrans/versions/4.12/pages/docs/whisper_net_setup</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/automation/multiontool</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/automation/overview</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/pyvideotrans/versions/4.12/pages/videotrans/confuciustts/README.zh</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/automation/zapieractionstool</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/cloud-storage/bedrockkbretriever</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/pyvideotrans/versions/4.12/pages/videotrans/moss_transcribe_diarize/README</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/cloud-storage/overview</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/cloud-storage/s3readertool</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/cloud-storage/s3writertool</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/database-data/mongodbvectorsearchtool</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/database-data/mysqltool</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/database-data/nl2sqltool</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/database-data/overview</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/database-data/pgsearchtool</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/database-data/qdrantvectorsearchtool</loc>
    <lastmod>2026-09-07T12:17:27+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/database-data/singlestoresearchtool</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/database-data/snowflakesearchtool</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/database-data/weaviatevectorsearchtool</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/file-document/csvsearchtool</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/file-document/directoryreadtool</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/file-document/directorysearchtool</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/file-document/docxsearchtool</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/file-document/filereadtool</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/file-document/filewritetool</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/file-document/jsonsearchtool</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/file-document/mdxsearchtool</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/file-document/ocrtool</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/file-document/overview</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/file-document/pdf-text-writing-tool</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/file-document/pdfsearchtool</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/file-document/txtsearchtool</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/file-document/xmlsearchtool</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/integration/bedrockinvokeagenttool</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/integration/crewaiautomationtool</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/integration/mergeagenthandlertool</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/integration/overview</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/overview</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/search-research/arxivpapertool</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/search-research/bravesearchtool</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/search-research/codedocssearchtool</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/search-research/databricks-query-tool</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/search-research/exasearchtool</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/search-research/githubsearchtool</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/search-research/linkupsearchtool</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/search-research/overview</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/search-research/serpapi-googlesearchtool</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/search-research/serpapi-googleshoppingtool</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/search-research/serperdevtool</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/search-research/tavilyextractortool</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/search-research/tavilysearchtool</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/search-research/websitesearchtool</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/search-research/youtubechannelsearchtool</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/search-research/youtubevideosearchtool</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/tool-integrations/overview</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/web-scraping/brightdata-tools</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/web-scraping/browserbaseloadtool</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/web-scraping/firecrawlcrawlwebsitetool</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/web-scraping/firecrawlscrapewebsitetool</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/web-scraping/firecrawlsearchtool</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/web-scraping/hyperbrowserloadtool</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/web-scraping/overview</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/web-scraping/oxylabsscraperstool</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/web-scraping/scrapeelementfromwebsitetool</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/web-scraping/scrapegraphscrapetool</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/web-scraping/scrapewebsitetool</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/web-scraping/scrapflyscrapetool</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/web-scraping/seleniumscrapingtool</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/web-scraping/serperscrapewebsitetool</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/web-scraping/spidertool</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.0/en/tools/web-scraping/stagehandtool</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/api-reference/introduction</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/concepts/agents</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/concepts/cli</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/concepts/collaboration</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/concepts/crews</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/concepts/event-listener</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/concepts/files</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/concepts/flows</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/concepts/knowledge</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/concepts/llms</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/concepts/memory</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/concepts/planning</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/concepts/processes</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/concepts/production-architecture</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/concepts/reasoning</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/concepts/tasks</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/concepts/testing</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/concepts/tools</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/concepts/training</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/examples/cookbooks</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/examples/example</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/guides/advanced/customizing-prompts</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/guides/advanced/fingerprinting</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/guides/agents/crafting-effective-agents</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/guides/coding-tools/agents-md</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/guides/concepts/evaluating-use-cases</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/guides/crews/first-crew</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/guides/flows/first-flow</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/guides/flows/mastering-flow-state</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/guides/migration/migrating-from-langgraph</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/index</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/installation</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/introduction</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/learn/a2a-agent-delegation</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/learn/before-and-after-kickoff-hooks</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/learn/bring-your-own-agent</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/learn/coding-agents</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/learn/conditional-tasks</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/learn/create-custom-tools</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/learn/custom-llm</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/learn/custom-manager-agent</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/learn/customizing-agents</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/learn/dalle-image-generation</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/learn/execution-hooks</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/learn/force-tool-output-as-result</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/learn/hierarchical-process</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/learn/human-feedback-in-flows</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/learn/human-in-the-loop</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/learn/human-input-on-execution</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/learn/kickoff-async</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/learn/kickoff-for-each</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/learn/llm-connections</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/learn/llm-hooks</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/learn/llm-selection-guide</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/learn/multimodal-agents</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/learn/overview</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/learn/replay-tasks-from-latest-crew-kickoff</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/learn/sequential-process</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/learn/streaming-crew-execution</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/learn/streaming-flow-execution</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/learn/tool-hooks</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/learn/using-annotations</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/mcp/dsl-integration</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/mcp/multiple-servers</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/mcp/overview</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/mcp/security</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/mcp/sse</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/mcp/stdio</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/mcp/streamable-http</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/observability/arize-phoenix</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/observability/braintrust</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/observability/datadog</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/observability/galileo</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/observability/langdb</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/observability/langfuse</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/observability/langtrace</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/observability/maxim</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/observability/mlflow</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/observability/neatlogs</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/observability/openlit</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/observability/opik</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/observability/overview</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/observability/patronus-evaluation</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/observability/portkey</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/observability/tracing</loc>
    <lastmod>2026-09-07T12:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/observability/truefoundry</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/observability/weave</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/quickstart</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/snippets/snippet-intro</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/telemetry</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/ai-ml/aimindtool</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/ai-ml/codeinterpretertool</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/ai-ml/dalletool</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/ai-ml/langchaintool</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/ai-ml/llamaindextool</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/ai-ml/overview</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/ai-ml/ragtool</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/ai-ml/visiontool</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/automation/apifyactorstool</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/automation/composiotool</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/automation/multiontool</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/automation/overview</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/automation/zapieractionstool</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/cloud-storage/bedrockkbretriever</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/cloud-storage/overview</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/cloud-storage/s3readertool</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/cloud-storage/s3writertool</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/database-data/mongodbvectorsearchtool</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/database-data/mysqltool</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/database-data/nl2sqltool</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/database-data/overview</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/database-data/pgsearchtool</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/database-data/qdrantvectorsearchtool</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/database-data/singlestoresearchtool</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/database-data/snowflakesearchtool</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/database-data/weaviatevectorsearchtool</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/file-document/csvsearchtool</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/file-document/directoryreadtool</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/file-document/directorysearchtool</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/file-document/docxsearchtool</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/file-document/filereadtool</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/file-document/filewritetool</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/file-document/jsonsearchtool</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/file-document/mdxsearchtool</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/file-document/ocrtool</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/file-document/overview</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/file-document/pdf-text-writing-tool</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/file-document/pdfsearchtool</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/file-document/txtsearchtool</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/file-document/xmlsearchtool</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/integration/bedrockinvokeagenttool</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/integration/crewaiautomationtool</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/integration/mergeagenthandlertool</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/integration/overview</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/overview</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/search-research/arxivpapertool</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/search-research/bravesearchtool</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/search-research/codedocssearchtool</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/search-research/databricks-query-tool</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/search-research/exasearchtool</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/search-research/githubsearchtool</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/search-research/linkupsearchtool</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/search-research/overview</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/search-research/serpapi-googlesearchtool</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/search-research/serpapi-googleshoppingtool</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/search-research/serperdevtool</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/search-research/tavilyextractortool</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/search-research/tavilysearchtool</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/search-research/websitesearchtool</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/search-research/youtubechannelsearchtool</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/search-research/youtubevideosearchtool</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/tool-integrations/overview</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/web-scraping/brightdata-tools</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/web-scraping/browserbaseloadtool</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/web-scraping/firecrawlcrawlwebsitetool</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/web-scraping/firecrawlscrapewebsitetool</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/web-scraping/firecrawlsearchtool</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/web-scraping/hyperbrowserloadtool</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/web-scraping/overview</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/web-scraping/oxylabsscraperstool</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/web-scraping/scrapeelementfromwebsitetool</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/web-scraping/scrapegraphscrapetool</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/web-scraping/scrapewebsitetool</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/web-scraping/scrapflyscrapetool</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/web-scraping/seleniumscrapingtool</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/web-scraping/serperscrapewebsitetool</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/web-scraping/spidertool</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.10.1/en/tools/web-scraping/stagehandtool</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/api-reference/introduction</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/concepts/agents</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/concepts/cli</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/concepts/collaboration</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/concepts/crews</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/concepts/event-listener</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/concepts/files</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/concepts/flows</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/concepts/knowledge</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/concepts/llms</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/concepts/memory</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/concepts/planning</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/concepts/processes</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/concepts/production-architecture</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/concepts/reasoning</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/concepts/tasks</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/concepts/testing</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/concepts/tools</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/concepts/training</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/examples/cookbooks</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/examples/example</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/guides/advanced/customizing-prompts</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/guides/advanced/fingerprinting</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/guides/agents/crafting-effective-agents</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/guides/coding-tools/agents-md</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/guides/concepts/evaluating-use-cases</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/guides/crews/first-crew</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/guides/flows/first-flow</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/guides/flows/mastering-flow-state</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/guides/migration/migrating-from-langgraph</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/index</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/installation</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/introduction</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/learn/a2a-agent-delegation</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/learn/before-and-after-kickoff-hooks</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/learn/bring-your-own-agent</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/learn/coding-agents</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/learn/conditional-tasks</loc>
    <lastmod>2026-09-07T12:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/learn/create-custom-tools</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/learn/custom-llm</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/learn/custom-manager-agent</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/learn/customizing-agents</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/learn/dalle-image-generation</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/learn/execution-hooks</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/learn/force-tool-output-as-result</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/learn/hierarchical-process</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/learn/human-feedback-in-flows</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/learn/human-in-the-loop</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/learn/human-input-on-execution</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/learn/kickoff-async</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/learn/kickoff-for-each</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/learn/llm-connections</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/learn/llm-hooks</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/learn/llm-selection-guide</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/learn/multimodal-agents</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/learn/overview</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/learn/replay-tasks-from-latest-crew-kickoff</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/learn/sequential-process</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/learn/streaming-crew-execution</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/learn/streaming-flow-execution</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/Library/Homebrew/README</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/learn/tool-hooks</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/Library/Homebrew/plans/relocatable-bottles</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/learn/using-annotations</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/Library/README</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/README</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/mcp/dsl-integration</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/mcp/multiple-servers</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/completions/README</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/mcp/overview</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/Acceptable-Casks</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/mcp/security</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/Acceptable-Formulae</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/mcp/sse</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/Adding-Software-to-Homebrew</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/mcp/stdio</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/Analytics</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/mcp/streamable-http</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/observability/arize-phoenix</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/Autobump</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/observability/braintrust</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/Bottles</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/observability/datadog</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/Brew-Bundle-and-Brewfile</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/observability/galileo</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/observability/langdb</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/Brew-Livecheck</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/observability/langfuse</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/BrewTestBot-For-Maintainers</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/BrewTestBot</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/observability/langtrace</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/Building-Against-Non-Homebrew-Dependencies</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/C%2B%2B-Standard-Libraries</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/observability/maxim</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/Cask-Cookbook</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/observability/mlflow</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/observability/neatlogs</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/observability/openlit</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/observability/opik</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/Checksum-Requirements</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/observability/overview</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/Command-Not-Found</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/observability/patronus-evaluation</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/observability/portkey</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/Common-Issues-for-Maintainers</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/Common-Issues</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/observability/tracing</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/Creating-a-Homebrew-Issue</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/observability/truefoundry</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/Custom-GCC-and-cross-compilers</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/observability/weave</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/Deprecating-Disabling-and-Removing</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/quickstart</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/Expense-and-Reimbursement-Policy</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/snippets/snippet-intro</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/External-Commands</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/telemetry</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/FAQ</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/ai-ml/aimindtool</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/ai-ml/codeinterpretertool</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/Formula-Cookbook</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/ai-ml/dalletool</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/ai-ml/langchaintool</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/Homebrew-Governance-Archives</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/ai-ml/llamaindextool</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/Homebrew-Governance</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/ai-ml/overview</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/Homebrew-Leadership-Responsibilities</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/ai-ml/ragtool</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/Homebrew-Security-and-Supply-Chain</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/ai-ml/visiontool</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/Homebrew-brew-Maintainer-Guide</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/automation/apifyactorstool</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/Homebrew-homebrew-cask-Maintainer-Guide</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/automation/composiotool</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/Homebrew-homebrew-core-Maintainer-Guide</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/automation/multiontool</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/automation/overview</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/Homebrew-on-Linux</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/automation/zapieractionstool</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/How-To-Open-a-Homebrew-Pull-Request</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/cloud-storage/bedrockkbretriever</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/cloud-storage/overview</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/How-To-Organise-the-AGM</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/cloud-storage/s3readertool</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/How-to-Build-Software-Outside-Homebrew-with-Homebrew-keg-only-Dependencies</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/cloud-storage/s3writertool</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/How-to-Create-and-Maintain-a-Tap</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/database-data/mongodbvectorsearchtool</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/Installation</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/Interesting-Taps-and-Forks</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/database-data/mysqltool</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/Kickstarter-Supporters</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/database-data/nl2sqltool</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/database-data/overview</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/database-data/pgsearchtool</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/Language-Runtimes-and-Packages</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/database-data/qdrantvectorsearchtool</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/Language-Specific-Formulae</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/database-data/singlestoresearchtool</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/Licence-Guidelines</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/database-data/snowflakesearchtool</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/Linux-CI</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/database-data/weaviatevectorsearchtool</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/MCP-Server</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/file-document/csvsearchtool</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/Maintainer-Guidelines</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/file-document/directoryreadtool</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/file-document/directorysearchtool</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/Maintainer-Stipends-and-Grants</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/file-document/docxsearchtool</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/Maintainers-Avoiding-Burnout</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/file-document/filereadtool</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/file-document/filewritetool</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/Manpage</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/file-document/jsonsearchtool</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/file-document/mdxsearchtool</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/file-document/ocrtool</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/file-document/overview</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/file-document/pdf-text-writing-tool</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/file-document/pdfsearchtool</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/Migrating-A-Formula-To-A-Tap</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/file-document/txtsearchtool</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/New-Maintainer-Checklist</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/file-document/xmlsearchtool</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/Package-Acceptance-Policy</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/integration/bedrockinvokeagenttool</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/Prose-Style-Guidelines</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/Querying-Brew</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/integration/crewaiautomationtool</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/README</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/Releases</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/integration/mergeagenthandlertool</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/Rename-A-Formula</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/Reproducible-Builds</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/integration/overview</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/Responsible-AI-Usage</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/overview</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/Shell-Completion</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/search-research/arxivpapertool</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/Support-Tiers</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/search-research/bravesearchtool</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/Tap-Trust</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/Taps</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/search-research/codedocssearchtool</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/Tips-and-Tricks</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/Troubleshooting</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/search-research/databricks-query-tool</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/Typechecking</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/search-research/exasearchtool</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/search-research/githubsearchtool</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/Updating-Software-in-Homebrew</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/search-research/linkupsearchtool</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/Versions</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/search-research/overview</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/Working-with-Homebrew-as-an-Upstream-Project</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/search-research/serpapi-googlesearchtool</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/Xcode</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/search-research/serpapi-googleshoppingtool</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/_layouts/base</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/search-research/serperdevtool</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/search-research/tavilyextractortool</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/_layouts/default</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/search-research/tavilysearchtool</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/governance/2019-membership</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/governance/2019-moss-track-iii-grant-nomination</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/governance/2019-plc-minutes</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/search-research/websitesearchtool</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/search-research/youtubechannelsearchtool</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/governance/2020-membership</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/search-research/youtubevideosearchtool</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/governance/2020-plc-minutes</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/tool-integrations/overview</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/web-scraping/brightdata-tools</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/governance/2021-agm-minutes</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/web-scraping/browserbaseloadtool</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/governance/2021-egm-minutes</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/web-scraping/firecrawlcrawlwebsitetool</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/governance/2021-membership</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/web-scraping/firecrawlscrapewebsitetool</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/governance/2021-plc-minutes</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/web-scraping/firecrawlsearchtool</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/web-scraping/hyperbrowserloadtool</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/governance/2022-agm-minutes</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/governance/2022-membership</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/web-scraping/overview</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/governance/2023-agm-minutes</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/web-scraping/oxylabsscraperstool</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/governance/2024-agm-minutes</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/web-scraping/scrapeelementfromwebsitetool</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/index</loc>
    <lastmod>2026-09-07T12:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/web-scraping/scrapegraphscrapetool</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/docs/vale-styles/Homebrew/README</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/web-scraping/scrapewebsitetool</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/brew/versions/6.0.22/pages/manpages/README</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/web-scraping/scrapflyscrapetool</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/web-scraping/seleniumscrapingtool</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/web-scraping/serperscrapewebsitetool</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/web-scraping/spidertool</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.0/en/tools/web-scraping/stagehandtool</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/api-reference/introduction</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/concepts/agents</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/concepts/cli</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/concepts/collaboration</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/concepts/crews</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/concepts/event-listener</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/concepts/files</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/concepts/flows</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/concepts/knowledge</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/concepts/llms</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/concepts/memory</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/concepts/planning</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/concepts/processes</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/concepts/production-architecture</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/concepts/reasoning</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/concepts/tasks</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/concepts/testing</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/concepts/tools</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/concepts/training</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/examples/cookbooks</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/examples/example</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/guides/advanced/customizing-prompts</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/guides/advanced/fingerprinting</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/guides/agents/crafting-effective-agents</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/guides/coding-tools/agents-md</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/guides/concepts/evaluating-use-cases</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/guides/crews/first-crew</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/guides/flows/first-flow</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/guides/flows/mastering-flow-state</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/guides/migration/migrating-from-langgraph</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/guides/tools/publish-custom-tools</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/index</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/installation</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/introduction</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/learn/a2a-agent-delegation</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/learn/before-and-after-kickoff-hooks</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/learn/bring-your-own-agent</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/learn/coding-agents</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/learn/conditional-tasks</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/learn/create-custom-tools</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/learn/custom-llm</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/learn/custom-manager-agent</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/learn/customizing-agents</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/learn/dalle-image-generation</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/learn/execution-hooks</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/learn/force-tool-output-as-result</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/learn/hierarchical-process</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/learn/human-feedback-in-flows</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/learn/human-in-the-loop</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/learn/human-input-on-execution</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/learn/kickoff-async</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/learn/kickoff-for-each</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/learn/llm-connections</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/learn/llm-hooks</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/learn/llm-selection-guide</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/learn/multimodal-agents</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/learn/overview</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/learn/replay-tasks-from-latest-crew-kickoff</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/learn/sequential-process</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/learn/streaming-crew-execution</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/learn/streaming-flow-execution</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/learn/tool-hooks</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/learn/using-annotations</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/mcp/dsl-integration</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/mcp/multiple-servers</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/mcp/overview</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/mcp/security</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/mcp/sse</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/mcp/stdio</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/mcp/streamable-http</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/observability/arize-phoenix</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/observability/braintrust</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/observability/datadog</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/observability/galileo</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/observability/langdb</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/observability/langfuse</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/observability/langtrace</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/observability/maxim</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/observability/mlflow</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/observability/neatlogs</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/observability/openlit</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/observability/opik</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/observability/overview</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/observability/patronus-evaluation</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/observability/portkey</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/observability/tracing</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/observability/truefoundry</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/observability/weave</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/quickstart</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/snippets/snippet-intro</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/telemetry</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/ai-ml/aimindtool</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/ai-ml/codeinterpretertool</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/ai-ml/dalletool</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/ai-ml/langchaintool</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/ai-ml/llamaindextool</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/ai-ml/overview</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/ai-ml/ragtool</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/ai-ml/visiontool</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/automation/apifyactorstool</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/automation/composiotool</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/automation/multiontool</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/automation/overview</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/automation/zapieractionstool</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/cloud-storage/bedrockkbretriever</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/cloud-storage/overview</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/cloud-storage/s3readertool</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/cloud-storage/s3writertool</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/database-data/mongodbvectorsearchtool</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/database-data/mysqltool</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/database-data/nl2sqltool</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/database-data/overview</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/database-data/pgsearchtool</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/database-data/qdrantvectorsearchtool</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/database-data/singlestoresearchtool</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/database-data/snowflakesearchtool</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/database-data/weaviatevectorsearchtool</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/file-document/csvsearchtool</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/file-document/directoryreadtool</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/file-document/directorysearchtool</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/file-document/docxsearchtool</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/file-document/filereadtool</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/file-document/filewritetool</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/file-document/jsonsearchtool</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/file-document/mdxsearchtool</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/file-document/ocrtool</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/file-document/overview</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/file-document/pdf-text-writing-tool</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/file-document/pdfsearchtool</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/file-document/txtsearchtool</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/file-document/xmlsearchtool</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/integration/bedrockinvokeagenttool</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/integration/crewaiautomationtool</loc>
    <lastmod>2026-09-07T12:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/integration/mergeagenthandlertool</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/integration/overview</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/overview</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/search-research/arxivpapertool</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/search-research/bravesearchtool</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/search-research/codedocssearchtool</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/search-research/databricks-query-tool</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/search-research/exasearchtool</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/search-research/githubsearchtool</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/search-research/linkupsearchtool</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/search-research/overview</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/search-research/serpapi-googlesearchtool</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/search-research/serpapi-googleshoppingtool</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/search-research/serperdevtool</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/search-research/tavilyextractortool</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/search-research/tavilysearchtool</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/search-research/websitesearchtool</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/search-research/youtubechannelsearchtool</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/search-research/youtubevideosearchtool</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/tool-integrations/overview</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/web-scraping/brightdata-tools</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/web-scraping/browserbaseloadtool</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/web-scraping/firecrawlcrawlwebsitetool</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/web-scraping/firecrawlscrapewebsitetool</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/web-scraping/firecrawlsearchtool</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/web-scraping/hyperbrowserloadtool</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/web-scraping/overview</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/web-scraping/oxylabsscraperstool</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/web-scraping/scrapeelementfromwebsitetool</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/web-scraping/scrapegraphscrapetool</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/web-scraping/scrapewebsitetool</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/web-scraping/scrapflyscrapetool</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/web-scraping/seleniumscrapingtool</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/web-scraping/serperscrapewebsitetool</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/web-scraping/spidertool</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.11.1/en/tools/web-scraping/stagehandtool</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/api-reference/introduction</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/concepts/agents</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/concepts/cli</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/concepts/collaboration</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/concepts/crews</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/concepts/event-listener</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/concepts/files</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/concepts/flows</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/concepts/knowledge</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/concepts/llms</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/concepts/memory</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/concepts/planning</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/concepts/processes</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/concepts/production-architecture</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/concepts/reasoning</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/concepts/skills</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/concepts/tasks</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/concepts/testing</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/concepts/tools</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/concepts/training</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/examples/cookbooks</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/examples/example</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/guides/advanced/customizing-prompts</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/guides/advanced/fingerprinting</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/guides/agents/crafting-effective-agents</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/guides/coding-tools/agents-md</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/guides/concepts/evaluating-use-cases</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/guides/crews/first-crew</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/guides/flows/first-flow</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/guides/flows/mastering-flow-state</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/guides/migration/migrating-from-langgraph</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/guides/tools/publish-custom-tools</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/index</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/installation</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/introduction</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/learn/a2a-agent-delegation</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/learn/before-and-after-kickoff-hooks</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/learn/bring-your-own-agent</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/learn/coding-agents</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/learn/conditional-tasks</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/learn/create-custom-tools</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/learn/custom-llm</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/learn/custom-manager-agent</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/learn/customizing-agents</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/learn/dalle-image-generation</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/learn/execution-hooks</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/learn/force-tool-output-as-result</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/learn/hierarchical-process</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/learn/human-feedback-in-flows</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/learn/human-in-the-loop</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/learn/human-input-on-execution</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/learn/kickoff-async</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/learn/kickoff-for-each</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/learn/litellm-removal-guide</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/learn/llm-connections</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/learn/llm-hooks</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/learn/llm-selection-guide</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/learn/multimodal-agents</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/learn/overview</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/learn/replay-tasks-from-latest-crew-kickoff</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/learn/sequential-process</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/learn/streaming-crew-execution</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/learn/streaming-flow-execution</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/learn/tool-hooks</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/learn/using-annotations</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/mcp/dsl-integration</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/mcp/multiple-servers</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/mcp/overview</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/mcp/security</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/mcp/sse</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/mcp/stdio</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/mcp/streamable-http</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/observability/arize-phoenix</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/observability/braintrust</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/observability/datadog</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/observability/galileo</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/observability/langdb</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/observability/langfuse</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/observability/langtrace</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/observability/maxim</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/observability/mlflow</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/observability/neatlogs</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/observability/openlit</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/observability/opik</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/observability/overview</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/observability/patronus-evaluation</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/observability/portkey</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/observability/tracing</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/observability/truefoundry</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/observability/weave</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/quickstart</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/snippets/snippet-intro</loc>
    <lastmod>2026-09-07T12:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/telemetry</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/ai-ml/aimindtool</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/ai-ml/codeinterpretertool</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/ai-ml/dalletool</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/ai-ml/langchaintool</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/ai-ml/llamaindextool</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/ai-ml/overview</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/ai-ml/ragtool</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/ai-ml/visiontool</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/automation/apifyactorstool</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/automation/composiotool</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/automation/multiontool</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/automation/overview</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/automation/zapieractionstool</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/cloud-storage/bedrockkbretriever</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/cloud-storage/overview</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/cloud-storage/s3readertool</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/cloud-storage/s3writertool</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/database-data/mongodbvectorsearchtool</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/database-data/mysqltool</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/database-data/nl2sqltool</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/database-data/overview</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/database-data/pgsearchtool</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/database-data/qdrantvectorsearchtool</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/database-data/singlestoresearchtool</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/database-data/snowflakesearchtool</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/database-data/weaviatevectorsearchtool</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/file-document/csvsearchtool</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/file-document/directoryreadtool</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/file-document/directorysearchtool</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/file-document/docxsearchtool</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/file-document/filereadtool</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/file-document/filewritetool</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/file-document/jsonsearchtool</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/file-document/mdxsearchtool</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/file-document/ocrtool</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/file-document/overview</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/file-document/pdf-text-writing-tool</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/file-document/pdfsearchtool</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/file-document/txtsearchtool</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/file-document/xmlsearchtool</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/integration/bedrockinvokeagenttool</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/integration/crewaiautomationtool</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/integration/mergeagenthandlertool</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/integration/overview</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/overview</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/search-research/arxivpapertool</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/search-research/bravesearchtool</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/search-research/codedocssearchtool</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/search-research/databricks-query-tool</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/search-research/exasearchtool</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/search-research/githubsearchtool</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/search-research/linkupsearchtool</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/search-research/overview</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/search-research/serpapi-googlesearchtool</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/search-research/serpapi-googleshoppingtool</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/search-research/serperdevtool</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/search-research/tavilyextractortool</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/search-research/tavilysearchtool</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/search-research/websitesearchtool</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/search-research/youtubechannelsearchtool</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/search-research/youtubevideosearchtool</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/tool-integrations/overview</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/web-scraping/brightdata-tools</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/web-scraping/browserbaseloadtool</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/web-scraping/firecrawlcrawlwebsitetool</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/web-scraping/firecrawlscrapewebsitetool</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/web-scraping/firecrawlsearchtool</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/web-scraping/hyperbrowserloadtool</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/web-scraping/overview</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/web-scraping/oxylabsscraperstool</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/web-scraping/scrapeelementfromwebsitetool</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/web-scraping/scrapegraphscrapetool</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/web-scraping/scrapewebsitetool</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/web-scraping/scrapflyscrapetool</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/web-scraping/seleniumscrapingtool</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/web-scraping/serperscrapewebsitetool</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/web-scraping/spidertool</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.0/en/tools/web-scraping/stagehandtool</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/api-reference/introduction</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/concepts/agents</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/concepts/cli</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/concepts/collaboration</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/concepts/crews</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/concepts/event-listener</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/concepts/files</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/concepts/flows</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/concepts/knowledge</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/concepts/llms</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/concepts/memory</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/concepts/planning</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/concepts/processes</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/concepts/production-architecture</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/concepts/reasoning</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/concepts/skills</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/concepts/tasks</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/concepts/testing</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/concepts/tools</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/concepts/training</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/examples/cookbooks</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/examples/example</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/guides/advanced/customizing-prompts</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/guides/advanced/fingerprinting</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/guides/agents/crafting-effective-agents</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/guides/coding-tools/agents-md</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/guides/concepts/evaluating-use-cases</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/guides/crews/first-crew</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/guides/flows/first-flow</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/guides/flows/mastering-flow-state</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/guides/migration/migrating-from-langgraph</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/guides/tools/publish-custom-tools</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/index</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/installation</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/introduction</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/learn/a2a-agent-delegation</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/learn/before-and-after-kickoff-hooks</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/learn/bring-your-own-agent</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/learn/coding-agents</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/learn/conditional-tasks</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/learn/create-custom-tools</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/learn/custom-llm</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/learn/custom-manager-agent</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/learn/customizing-agents</loc>
    <lastmod>2026-09-07T12:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/learn/dalle-image-generation</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/learn/execution-hooks</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/learn/force-tool-output-as-result</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/learn/hierarchical-process</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/learn/human-feedback-in-flows</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/learn/human-in-the-loop</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/learn/human-input-on-execution</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/learn/kickoff-async</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/learn/kickoff-for-each</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/learn/litellm-removal-guide</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/learn/llm-connections</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/learn/llm-hooks</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/learn/llm-selection-guide</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/learn/multimodal-agents</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/learn/overview</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/learn/replay-tasks-from-latest-crew-kickoff</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/learn/sequential-process</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/learn/streaming-crew-execution</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/learn/streaming-flow-execution</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/learn/tool-hooks</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/learn/using-annotations</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/mcp/dsl-integration</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/mcp/multiple-servers</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/mcp/overview</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/mcp/security</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/mcp/sse</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/mcp/stdio</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/mcp/streamable-http</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/observability/arize-phoenix</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/observability/braintrust</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/observability/datadog</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/observability/galileo</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/observability/langdb</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/observability/langfuse</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/observability/langtrace</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/observability/maxim</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/observability/mlflow</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/observability/neatlogs</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/observability/openlit</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/observability/opik</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/observability/overview</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/observability/patronus-evaluation</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/observability/portkey</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/observability/tracing</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/observability/truefoundry</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/observability/weave</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/quickstart</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/snippets/snippet-intro</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/telemetry</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/ai-ml/aimindtool</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/ai-ml/codeinterpretertool</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/ai-ml/dalletool</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/ai-ml/langchaintool</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/ai-ml/llamaindextool</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/ai-ml/overview</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/ai-ml/ragtool</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/ai-ml/visiontool</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/automation/apifyactorstool</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/automation/composiotool</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/automation/multiontool</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/automation/overview</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/automation/zapieractionstool</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/cloud-storage/bedrockkbretriever</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/cloud-storage/overview</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/cloud-storage/s3readertool</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/cloud-storage/s3writertool</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/database-data/mongodbvectorsearchtool</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/database-data/mysqltool</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/database-data/nl2sqltool</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/database-data/overview</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/database-data/pgsearchtool</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/database-data/qdrantvectorsearchtool</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/database-data/singlestoresearchtool</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/database-data/snowflakesearchtool</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/database-data/weaviatevectorsearchtool</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/file-document/csvsearchtool</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/file-document/directoryreadtool</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/file-document/directorysearchtool</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/file-document/docxsearchtool</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/file-document/filereadtool</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/file-document/filewritetool</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/file-document/jsonsearchtool</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/file-document/mdxsearchtool</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/file-document/ocrtool</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/file-document/overview</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/file-document/pdf-text-writing-tool</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/file-document/pdfsearchtool</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/file-document/txtsearchtool</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/file-document/xmlsearchtool</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/integration/bedrockinvokeagenttool</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/integration/crewaiautomationtool</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/integration/mergeagenthandlertool</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/integration/overview</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/overview</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/search-research/arxivpapertool</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/search-research/bravesearchtool</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/search-research/codedocssearchtool</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/search-research/databricks-query-tool</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/search-research/exasearchtool</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/search-research/githubsearchtool</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/search-research/linkupsearchtool</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/search-research/overview</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/search-research/serpapi-googlesearchtool</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/search-research/serpapi-googleshoppingtool</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/search-research/serperdevtool</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/search-research/tavilyextractortool</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/search-research/tavilysearchtool</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/search-research/websitesearchtool</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/search-research/youtubechannelsearchtool</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/search-research/youtubevideosearchtool</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/tool-integrations/overview</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/web-scraping/brightdata-tools</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/web-scraping/browserbaseloadtool</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/web-scraping/firecrawlcrawlwebsitetool</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/web-scraping/firecrawlscrapewebsitetool</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/web-scraping/firecrawlsearchtool</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/web-scraping/hyperbrowserloadtool</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/web-scraping/overview</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/web-scraping/oxylabsscraperstool</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/web-scraping/scrapeelementfromwebsitetool</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/web-scraping/scrapegraphscrapetool</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/web-scraping/scrapewebsitetool</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/web-scraping/scrapflyscrapetool</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/web-scraping/seleniumscrapingtool</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/web-scraping/serperscrapewebsitetool</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/web-scraping/spidertool</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.1/en/tools/web-scraping/stagehandtool</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/api-reference/introduction</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/concepts/agents</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/concepts/cli</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/concepts/collaboration</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/concepts/crews</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/concepts/event-listener</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/concepts/files</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/concepts/flows</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/concepts/knowledge</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/concepts/llms</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/concepts/memory</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/concepts/planning</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/concepts/processes</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/concepts/production-architecture</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/concepts/reasoning</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/concepts/skills</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/concepts/tasks</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/concepts/testing</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/concepts/tools</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/concepts/training</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/examples/cookbooks</loc>
    <lastmod>2026-09-07T12:17:34+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/examples/example</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/guides/advanced/customizing-prompts</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/guides/advanced/fingerprinting</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/guides/agents/crafting-effective-agents</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/guides/coding-tools/agents-md</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/guides/concepts/evaluating-use-cases</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/guides/crews/first-crew</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/guides/flows/first-flow</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/guides/flows/mastering-flow-state</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/guides/migration/migrating-from-langgraph</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/guides/tools/publish-custom-tools</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/index</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/installation</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/introduction</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/learn/a2a-agent-delegation</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/learn/before-and-after-kickoff-hooks</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/learn/bring-your-own-agent</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/learn/coding-agents</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/learn/conditional-tasks</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/learn/create-custom-tools</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/learn/custom-llm</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/learn/custom-manager-agent</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/learn/customizing-agents</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/learn/dalle-image-generation</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/learn/execution-hooks</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/learn/force-tool-output-as-result</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/learn/hierarchical-process</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/learn/human-feedback-in-flows</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/learn/human-in-the-loop</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/learn/human-input-on-execution</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/learn/kickoff-async</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/learn/kickoff-for-each</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/learn/litellm-removal-guide</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/learn/llm-connections</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/learn/llm-hooks</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/learn/llm-selection-guide</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/learn/multimodal-agents</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/learn/overview</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/learn/replay-tasks-from-latest-crew-kickoff</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/learn/sequential-process</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/learn/streaming-crew-execution</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/learn/streaming-flow-execution</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/learn/tool-hooks</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/learn/using-annotations</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/mcp/dsl-integration</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/mcp/multiple-servers</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/mcp/overview</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/mcp/security</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/mcp/sse</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/mcp/stdio</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/mcp/streamable-http</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/observability/arize-phoenix</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/observability/braintrust</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/observability/datadog</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/observability/galileo</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/observability/langdb</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/observability/langfuse</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/observability/langtrace</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/observability/maxim</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/observability/mlflow</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/observability/neatlogs</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/observability/openlit</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/observability/opik</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/observability/overview</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/observability/patronus-evaluation</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/observability/portkey</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/observability/tracing</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/observability/truefoundry</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/observability/weave</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/quickstart</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/snippets/snippet-intro</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/telemetry</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/ai-ml/aimindtool</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/ai-ml/codeinterpretertool</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/ai-ml/dalletool</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/ai-ml/langchaintool</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/ai-ml/llamaindextool</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/ai-ml/overview</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/ai-ml/ragtool</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/ai-ml/visiontool</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/automation/apifyactorstool</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/automation/composiotool</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/automation/multiontool</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/automation/overview</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/automation/zapieractionstool</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/cloud-storage/bedrockkbretriever</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/cloud-storage/overview</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/cloud-storage/s3readertool</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/cloud-storage/s3writertool</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/database-data/mongodbvectorsearchtool</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/database-data/mysqltool</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/database-data/nl2sqltool</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/database-data/overview</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/database-data/pgsearchtool</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/database-data/qdrantvectorsearchtool</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/database-data/singlestoresearchtool</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/database-data/snowflakesearchtool</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/database-data/weaviatevectorsearchtool</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/file-document/csvsearchtool</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/file-document/directoryreadtool</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/file-document/directorysearchtool</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/file-document/docxsearchtool</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/file-document/filereadtool</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/file-document/filewritetool</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/file-document/jsonsearchtool</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/file-document/mdxsearchtool</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/file-document/ocrtool</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/file-document/overview</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/file-document/pdf-text-writing-tool</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/file-document/pdfsearchtool</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/file-document/txtsearchtool</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/file-document/xmlsearchtool</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/integration/bedrockinvokeagenttool</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/integration/crewaiautomationtool</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/integration/mergeagenthandlertool</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/integration/overview</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/overview</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/search-research/arxivpapertool</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/search-research/bravesearchtool</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/search-research/codedocssearchtool</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/search-research/databricks-query-tool</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/search-research/exasearchtool</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/search-research/githubsearchtool</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/search-research/linkupsearchtool</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/search-research/overview</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/search-research/serpapi-googlesearchtool</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/search-research/serpapi-googleshoppingtool</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/search-research/serperdevtool</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/search-research/tavilyextractortool</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/search-research/tavilysearchtool</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/search-research/websitesearchtool</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/search-research/youtubechannelsearchtool</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/search-research/youtubevideosearchtool</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/tool-integrations/overview</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/web-scraping/brightdata-tools</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/web-scraping/browserbaseloadtool</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/web-scraping/firecrawlcrawlwebsitetool</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/web-scraping/firecrawlscrapewebsitetool</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/web-scraping/firecrawlsearchtool</loc>
    <lastmod>2026-09-07T12:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/web-scraping/hyperbrowserloadtool</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/web-scraping/overview</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/web-scraping/oxylabsscraperstool</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/web-scraping/scrapeelementfromwebsitetool</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/web-scraping/scrapegraphscrapetool</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/web-scraping/scrapewebsitetool</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/web-scraping/scrapflyscrapetool</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/web-scraping/seleniumscrapingtool</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/web-scraping/serperscrapewebsitetool</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/web-scraping/spidertool</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.12.2/en/tools/web-scraping/stagehandtool</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/api-reference/introduction</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/concepts/agent-capabilities</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/concepts/agents</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/concepts/cli</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/concepts/collaboration</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/concepts/crews</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/concepts/event-listener</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/concepts/files</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/concepts/flows</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/concepts/knowledge</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/concepts/llms</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/concepts/memory</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/concepts/planning</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/concepts/processes</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/concepts/production-architecture</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/concepts/reasoning</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/concepts/skills</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/concepts/tasks</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/concepts/testing</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/concepts/tools</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/concepts/training</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/examples/cookbooks</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/examples/example</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/guides/advanced/customizing-prompts</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/guides/advanced/fingerprinting</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/guides/agents/crafting-effective-agents</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/guides/coding-tools/agents-md</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/guides/concepts/evaluating-use-cases</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/guides/crews/first-crew</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/guides/flows/first-flow</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/guides/flows/mastering-flow-state</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/guides/migration/migrating-from-langgraph</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/guides/tools/publish-custom-tools</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/index</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/installation</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/introduction</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/learn/a2a-agent-delegation</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/learn/a2ui</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/learn/before-and-after-kickoff-hooks</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/learn/bring-your-own-agent</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/learn/coding-agents</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/learn/conditional-tasks</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/learn/create-custom-tools</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/learn/custom-llm</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/learn/custom-manager-agent</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/learn/customizing-agents</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/learn/dalle-image-generation</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/learn/execution-hooks</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/learn/force-tool-output-as-result</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/learn/hierarchical-process</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/learn/human-feedback-in-flows</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/learn/human-in-the-loop</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/learn/human-input-on-execution</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/learn/kickoff-async</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/learn/kickoff-for-each</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/learn/litellm-removal-guide</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/learn/llm-connections</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/learn/llm-hooks</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/learn/llm-selection-guide</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/learn/multimodal-agents</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/learn/overview</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/learn/replay-tasks-from-latest-crew-kickoff</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/learn/sequential-process</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/learn/streaming-crew-execution</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/learn/streaming-flow-execution</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/learn/tool-hooks</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/learn/using-annotations</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/mcp/dsl-integration</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/mcp/multiple-servers</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/mcp/overview</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/mcp/security</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/mcp/sse</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/mcp/stdio</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/mcp/streamable-http</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/observability/arize-phoenix</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/observability/braintrust</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/observability/datadog</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/observability/galileo</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/observability/langdb</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/observability/langfuse</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/observability/langtrace</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/observability/maxim</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/observability/mlflow</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/observability/neatlogs</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/observability/openlit</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/observability/opik</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/observability/overview</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/observability/patronus-evaluation</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/observability/portkey</loc>
    <lastmod>2026-09-07T12:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/observability/tracing</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/observability/truefoundry</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/observability/weave</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/quickstart</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/snippets/snippet-intro</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/telemetry</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/ai-ml/aimindtool</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/ai-ml/codeinterpretertool</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/ai-ml/dalletool</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/ai-ml/langchaintool</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/ai-ml/llamaindextool</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/ai-ml/overview</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/ai-ml/ragtool</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/ai-ml/visiontool</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/automation/apifyactorstool</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/automation/composiotool</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/automation/multiontool</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/automation/overview</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/automation/zapieractionstool</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/cloud-storage/bedrockkbretriever</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/cloud-storage/overview</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/cloud-storage/s3readertool</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/cloud-storage/s3writertool</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/database-data/mongodbvectorsearchtool</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/database-data/mysqltool</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/database-data/nl2sqltool</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/database-data/overview</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/database-data/pgsearchtool</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/database-data/qdrantvectorsearchtool</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/database-data/singlestoresearchtool</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/database-data/snowflakesearchtool</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/database-data/weaviatevectorsearchtool</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/file-document/csvsearchtool</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/file-document/directoryreadtool</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/file-document/directorysearchtool</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/file-document/docxsearchtool</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/file-document/filereadtool</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/file-document/filewritetool</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/file-document/jsonsearchtool</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/file-document/mdxsearchtool</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/file-document/ocrtool</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/file-document/overview</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/file-document/pdf-text-writing-tool</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/file-document/pdfsearchtool</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/file-document/txtsearchtool</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/file-document/xmlsearchtool</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/integration/bedrockinvokeagenttool</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/integration/crewaiautomationtool</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/integration/mergeagenthandlertool</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/integration/overview</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/overview</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/search-research/arxivpapertool</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/search-research/bravesearchtool</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/search-research/codedocssearchtool</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/search-research/databricks-query-tool</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/search-research/exasearchtool</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/search-research/githubsearchtool</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/search-research/linkupsearchtool</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/search-research/overview</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/search-research/serpapi-googlesearchtool</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/search-research/serpapi-googleshoppingtool</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/search-research/serperdevtool</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/search-research/tavilyextractortool</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/search-research/tavilysearchtool</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/search-research/websitesearchtool</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/search-research/youtubechannelsearchtool</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/search-research/youtubevideosearchtool</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/tool-integrations/overview</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/web-scraping/brightdata-tools</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/web-scraping/browserbaseloadtool</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/web-scraping/firecrawlcrawlwebsitetool</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/web-scraping/firecrawlscrapewebsitetool</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/web-scraping/firecrawlsearchtool</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/web-scraping/hyperbrowserloadtool</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/web-scraping/overview</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/web-scraping/oxylabsscraperstool</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/web-scraping/scrapeelementfromwebsitetool</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/web-scraping/scrapegraphscrapetool</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/web-scraping/scrapewebsitetool</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/web-scraping/scrapflyscrapetool</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/web-scraping/seleniumscrapingtool</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/web-scraping/serperscrapewebsitetool</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/web-scraping/spidertool</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.13.0/en/tools/web-scraping/stagehandtool</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/api-reference/introduction</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/concepts/agent-capabilities</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/concepts/agents</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/concepts/checkpointing</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/concepts/cli</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/concepts/collaboration</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/concepts/crews</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/concepts/event-listener</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/concepts/files</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/concepts/flows</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/concepts/knowledge</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/concepts/llms</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/concepts/memory</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/concepts/planning</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/concepts/processes</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/concepts/production-architecture</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/concepts/reasoning</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/concepts/skills</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/concepts/tasks</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/concepts/testing</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/concepts/tools</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/concepts/training</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/examples/cookbooks</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/examples/example</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/guides/advanced/customizing-prompts</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/guides/advanced/fingerprinting</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/guides/agents/crafting-effective-agents</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/guides/coding-tools/agents-md</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/guides/concepts/evaluating-use-cases</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/guides/crews/first-crew</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/guides/flows/first-flow</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/guides/flows/mastering-flow-state</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/guides/migration/migrating-from-langgraph</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/guides/tools/publish-custom-tools</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/index</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/installation</loc>
    <lastmod>2026-09-07T12:17:37+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/introduction</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/learn/a2a-agent-delegation</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/learn/a2ui</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/learn/before-and-after-kickoff-hooks</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/learn/bring-your-own-agent</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/learn/coding-agents</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/learn/conditional-tasks</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/learn/create-custom-tools</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/learn/custom-llm</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/learn/custom-manager-agent</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/learn/customizing-agents</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/learn/dalle-image-generation</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/learn/execution-hooks</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/learn/force-tool-output-as-result</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/learn/hierarchical-process</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/learn/human-feedback-in-flows</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/learn/human-in-the-loop</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/learn/human-input-on-execution</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/learn/kickoff-async</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/learn/kickoff-for-each</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/learn/litellm-removal-guide</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/learn/llm-connections</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/learn/llm-hooks</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/learn/llm-selection-guide</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/learn/multimodal-agents</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/learn/overview</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/learn/replay-tasks-from-latest-crew-kickoff</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/learn/sequential-process</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/learn/streaming-crew-execution</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/learn/streaming-flow-execution</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/learn/tool-hooks</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/learn/using-annotations</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/mcp/dsl-integration</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/mcp/multiple-servers</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/mcp/overview</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/mcp/security</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/mcp/sse</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/mcp/stdio</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/mcp/streamable-http</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/observability/arize-phoenix</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/observability/braintrust</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/observability/datadog</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/observability/galileo</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/observability/langdb</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/observability/langfuse</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/observability/langtrace</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/observability/maxim</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/observability/mlflow</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/observability/neatlogs</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/observability/openlit</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/observability/opik</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/observability/overview</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/observability/patronus-evaluation</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/observability/portkey</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/observability/tracing</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/observability/truefoundry</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/observability/weave</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/quickstart</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/snippets/snippet-intro</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/telemetry</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/ai-ml/aimindtool</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/ai-ml/codeinterpretertool</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/ai-ml/dalletool</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/ai-ml/langchaintool</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/ai-ml/llamaindextool</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/ai-ml/overview</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/ai-ml/ragtool</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/ai-ml/visiontool</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/automation/apifyactorstool</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/automation/composiotool</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/automation/multiontool</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/automation/overview</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/automation/zapieractionstool</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/cloud-storage/bedrockkbretriever</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/cloud-storage/overview</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/cloud-storage/s3readertool</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/cloud-storage/s3writertool</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/database-data/mongodbvectorsearchtool</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/database-data/mysqltool</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/database-data/nl2sqltool</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/database-data/overview</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/database-data/pgsearchtool</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/database-data/qdrantvectorsearchtool</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/database-data/singlestoresearchtool</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/database-data/snowflakesearchtool</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/database-data/weaviatevectorsearchtool</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/file-document/csvsearchtool</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/file-document/directoryreadtool</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/file-document/directorysearchtool</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/file-document/docxsearchtool</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/file-document/filereadtool</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/file-document/filewritetool</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/file-document/jsonsearchtool</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/file-document/mdxsearchtool</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/file-document/ocrtool</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/file-document/overview</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/file-document/pdf-text-writing-tool</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/file-document/pdfsearchtool</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/file-document/txtsearchtool</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/file-document/xmlsearchtool</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/integration/bedrockinvokeagenttool</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/integration/crewaiautomationtool</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/integration/mergeagenthandlertool</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/integration/overview</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/overview</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/search-research/arxivpapertool</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/search-research/bravesearchtool</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/search-research/codedocssearchtool</loc>
    <lastmod>2026-09-07T12:17:38+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/search-research/databricks-query-tool</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/search-research/exasearchtool</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/search-research/githubsearchtool</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/search-research/linkupsearchtool</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/search-research/overview</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/search-research/serpapi-googlesearchtool</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/search-research/serpapi-googleshoppingtool</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/search-research/serperdevtool</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/search-research/tavilyextractortool</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/search-research/tavilysearchtool</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/search-research/websitesearchtool</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/search-research/youtubechannelsearchtool</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/search-research/youtubevideosearchtool</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/tool-integrations/overview</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/web-scraping/brightdata-tools</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/web-scraping/browserbaseloadtool</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/web-scraping/firecrawlcrawlwebsitetool</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/web-scraping/firecrawlscrapewebsitetool</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/web-scraping/firecrawlsearchtool</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/web-scraping/hyperbrowserloadtool</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/web-scraping/overview</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/web-scraping/oxylabsscraperstool</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/web-scraping/scrapeelementfromwebsitetool</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/web-scraping/scrapegraphscrapetool</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/web-scraping/scrapewebsitetool</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/web-scraping/scrapflyscrapetool</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/web-scraping/seleniumscrapingtool</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/web-scraping/serperscrapewebsitetool</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/web-scraping/spidertool</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.0/en/tools/web-scraping/stagehandtool</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/api-reference/introduction</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/concepts/agent-capabilities</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/concepts/agents</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/concepts/checkpointing</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/concepts/cli</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/concepts/collaboration</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/concepts/crews</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/concepts/event-listener</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/concepts/files</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/concepts/flows</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/concepts/knowledge</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/concepts/llms</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/concepts/memory</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/concepts/planning</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/concepts/processes</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/concepts/production-architecture</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/concepts/reasoning</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/concepts/skills</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/concepts/tasks</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/concepts/testing</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/concepts/tools</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/concepts/training</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/examples/cookbooks</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/examples/example</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/guides/advanced/customizing-prompts</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/guides/advanced/fingerprinting</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/guides/agents/crafting-effective-agents</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/guides/coding-tools/agents-md</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/guides/concepts/evaluating-use-cases</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/guides/crews/first-crew</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/guides/flows/first-flow</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/guides/flows/mastering-flow-state</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/guides/migration/migrating-from-langgraph</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/guides/tools/publish-custom-tools</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/index</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/installation</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/introduction</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/learn/a2a-agent-delegation</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/learn/a2ui</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/learn/before-and-after-kickoff-hooks</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/learn/bring-your-own-agent</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/learn/coding-agents</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/learn/conditional-tasks</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/learn/create-custom-tools</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/learn/custom-llm</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/learn/custom-manager-agent</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/learn/customizing-agents</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/learn/dalle-image-generation</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/learn/execution-hooks</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/learn/force-tool-output-as-result</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/learn/hierarchical-process</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/learn/human-feedback-in-flows</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/learn/human-in-the-loop</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/learn/human-input-on-execution</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/learn/kickoff-async</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/learn/kickoff-for-each</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/learn/litellm-removal-guide</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/learn/llm-connections</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/learn/llm-hooks</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/learn/llm-selection-guide</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/learn/multimodal-agents</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/learn/overview</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/learn/replay-tasks-from-latest-crew-kickoff</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/learn/sequential-process</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/learn/streaming-crew-execution</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/learn/streaming-flow-execution</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/learn/tool-hooks</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/learn/using-annotations</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/mcp/dsl-integration</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/mcp/multiple-servers</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/mcp/overview</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/mcp/security</loc>
    <lastmod>2026-09-07T12:17:39+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/mcp/sse</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/mcp/stdio</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/mcp/streamable-http</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/observability/arize-phoenix</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/observability/braintrust</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/observability/datadog</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/observability/galileo</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/observability/langdb</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/observability/langfuse</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/observability/langtrace</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/observability/maxim</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/observability/mlflow</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/observability/neatlogs</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/observability/openlit</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/observability/opik</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/observability/overview</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/observability/patronus-evaluation</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/observability/portkey</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/observability/tracing</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/observability/truefoundry</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/observability/weave</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/quickstart</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/skills</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/snippets/snippet-intro</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/telemetry</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/ai-ml/aimindtool</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/ai-ml/codeinterpretertool</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/ai-ml/dalletool</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/ai-ml/langchaintool</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/ai-ml/llamaindextool</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/ai-ml/overview</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/ai-ml/ragtool</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/ai-ml/visiontool</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/automation/apifyactorstool</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/automation/composiotool</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/automation/multiontool</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/automation/overview</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/automation/zapieractionstool</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/cloud-storage/bedrockkbretriever</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/cloud-storage/overview</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/cloud-storage/s3readertool</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/cloud-storage/s3writertool</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/database-data/mongodbvectorsearchtool</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/database-data/mysqltool</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/database-data/nl2sqltool</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/database-data/overview</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/database-data/pgsearchtool</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/database-data/qdrantvectorsearchtool</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/database-data/singlestoresearchtool</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/database-data/snowflakesearchtool</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/database-data/weaviatevectorsearchtool</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/file-document/csvsearchtool</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/file-document/directoryreadtool</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/file-document/directorysearchtool</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/file-document/docxsearchtool</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/file-document/filereadtool</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/file-document/filewritetool</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/file-document/jsonsearchtool</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/file-document/mdxsearchtool</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/file-document/ocrtool</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/file-document/overview</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/file-document/pdf-text-writing-tool</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/file-document/pdfsearchtool</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/file-document/txtsearchtool</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/file-document/xmlsearchtool</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/integration/bedrockinvokeagenttool</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/integration/crewaiautomationtool</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/integration/mergeagenthandlertool</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/integration/overview</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/overview</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/search-research/arxivpapertool</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/search-research/bravesearchtool</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/search-research/codedocssearchtool</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/search-research/databricks-query-tool</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/search-research/exasearchtool</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/search-research/githubsearchtool</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/search-research/linkupsearchtool</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/search-research/overview</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/search-research/serpapi-googlesearchtool</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/search-research/serpapi-googleshoppingtool</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/search-research/serperdevtool</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/search-research/tavilyextractortool</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/search-research/tavilysearchtool</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/search-research/websitesearchtool</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/search-research/youtubechannelsearchtool</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/search-research/youtubevideosearchtool</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/tool-integrations/overview</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/web-scraping/brightdata-tools</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/web-scraping/browserbaseloadtool</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/web-scraping/firecrawlcrawlwebsitetool</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/web-scraping/firecrawlscrapewebsitetool</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/web-scraping/firecrawlsearchtool</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/web-scraping/hyperbrowserloadtool</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/web-scraping/overview</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/web-scraping/oxylabsscraperstool</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/web-scraping/scrapeelementfromwebsitetool</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/web-scraping/scrapegraphscrapetool</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/web-scraping/scrapewebsitetool</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/web-scraping/scrapflyscrapetool</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/web-scraping/seleniumscrapingtool</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/web-scraping/serperscrapewebsitetool</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/web-scraping/spidertool</loc>
    <lastmod>2026-09-07T12:17:40+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.1/en/tools/web-scraping/stagehandtool</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/api-reference/introduction</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/concepts/agent-capabilities</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/concepts/agents</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/concepts/checkpointing</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/concepts/cli</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/concepts/collaboration</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/concepts/crews</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/concepts/event-listener</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/concepts/files</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/concepts/flows</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/concepts/knowledge</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/concepts/llms</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/concepts/memory</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/concepts/planning</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/concepts/processes</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/concepts/production-architecture</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/concepts/reasoning</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/concepts/skills</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/concepts/tasks</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/concepts/testing</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/concepts/tools</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/concepts/training</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/examples/cookbooks</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/examples/example</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/guides/advanced/customizing-prompts</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/guides/advanced/fingerprinting</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/guides/agents/crafting-effective-agents</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/guides/coding-tools/agents-md</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/guides/concepts/evaluating-use-cases</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/guides/crews/first-crew</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/guides/flows/first-flow</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/guides/flows/mastering-flow-state</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/guides/migration/migrating-from-langgraph</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/guides/tools/publish-custom-tools</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/index</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/installation</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/introduction</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/learn/a2a-agent-delegation</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/learn/a2ui</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/learn/before-and-after-kickoff-hooks</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/learn/bring-your-own-agent</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/learn/coding-agents</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/learn/conditional-tasks</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/learn/create-custom-tools</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/learn/custom-llm</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/learn/custom-manager-agent</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/learn/customizing-agents</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/learn/dalle-image-generation</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/learn/execution-hooks</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/learn/force-tool-output-as-result</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/learn/hierarchical-process</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/learn/human-feedback-in-flows</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/learn/human-in-the-loop</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/learn/human-input-on-execution</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/learn/kickoff-async</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/learn/kickoff-for-each</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/learn/litellm-removal-guide</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/learn/llm-connections</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/learn/llm-hooks</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/learn/llm-selection-guide</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/learn/multimodal-agents</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/learn/overview</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/learn/replay-tasks-from-latest-crew-kickoff</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/learn/sequential-process</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/learn/streaming-crew-execution</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/learn/streaming-flow-execution</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/learn/tool-hooks</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/learn/using-annotations</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/mcp/dsl-integration</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/mcp/multiple-servers</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/mcp/overview</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/mcp/security</loc>
    <lastmod>2026-09-07T12:17:41+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/mcp/sse</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/mcp/stdio</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/mcp/streamable-http</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/observability/arize-phoenix</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/observability/braintrust</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/observability/datadog</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/observability/galileo</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/observability/langdb</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/observability/langfuse</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/observability/langtrace</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/observability/maxim</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/observability/mlflow</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/observability/neatlogs</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/observability/openlit</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/observability/opik</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/observability/overview</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/observability/patronus-evaluation</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/observability/portkey</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/observability/tracing</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/observability/truefoundry</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/observability/weave</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/quickstart</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/skills</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/snippets/snippet-intro</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/telemetry</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/ai-ml/aimindtool</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/ai-ml/codeinterpretertool</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/ai-ml/dalletool</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/ai-ml/langchaintool</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/ai-ml/llamaindextool</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/ai-ml/overview</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/ai-ml/ragtool</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/ai-ml/visiontool</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/automation/apifyactorstool</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/automation/composiotool</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/automation/multiontool</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/automation/overview</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/automation/zapieractionstool</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/cloud-storage/bedrockkbretriever</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/cloud-storage/overview</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/cloud-storage/s3readertool</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/cloud-storage/s3writertool</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/database-data/mongodbvectorsearchtool</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/database-data/mysqltool</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/database-data/nl2sqltool</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/database-data/overview</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/database-data/pgsearchtool</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/database-data/qdrantvectorsearchtool</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/database-data/singlestoresearchtool</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/database-data/snowflakesearchtool</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/database-data/weaviatevectorsearchtool</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/file-document/csvsearchtool</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/file-document/directoryreadtool</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/file-document/directorysearchtool</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/file-document/docxsearchtool</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/file-document/filereadtool</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/file-document/filewritetool</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/file-document/jsonsearchtool</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/file-document/mdxsearchtool</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/file-document/ocrtool</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/file-document/overview</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/file-document/pdf-text-writing-tool</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/file-document/pdfsearchtool</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/file-document/txtsearchtool</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/file-document/xmlsearchtool</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/integration/bedrockinvokeagenttool</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/integration/crewaiautomationtool</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/integration/mergeagenthandlertool</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/integration/overview</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/overview</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/search-research/arxivpapertool</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/search-research/bravesearchtool</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/search-research/codedocssearchtool</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/search-research/databricks-query-tool</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/search-research/exasearchtool</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/search-research/githubsearchtool</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/search-research/linkupsearchtool</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/search-research/overview</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/search-research/serpapi-googlesearchtool</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/search-research/serpapi-googleshoppingtool</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/search-research/serperdevtool</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/search-research/tavilyextractortool</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/search-research/tavilysearchtool</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/search-research/websitesearchtool</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/search-research/youtubechannelsearchtool</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/search-research/youtubevideosearchtool</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/tool-integrations/overview</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/web-scraping/brightdata-tools</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/web-scraping/browserbaseloadtool</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/web-scraping/firecrawlcrawlwebsitetool</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/web-scraping/firecrawlscrapewebsitetool</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/web-scraping/firecrawlsearchtool</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/web-scraping/hyperbrowserloadtool</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/web-scraping/overview</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/web-scraping/oxylabsscraperstool</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/web-scraping/scrapeelementfromwebsitetool</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/web-scraping/scrapegraphscrapetool</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/web-scraping/scrapewebsitetool</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/web-scraping/scrapflyscrapetool</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/web-scraping/seleniumscrapingtool</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/web-scraping/serperscrapewebsitetool</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/web-scraping/spidertool</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.2/en/tools/web-scraping/stagehandtool</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/api-reference/introduction</loc>
    <lastmod>2026-09-07T12:17:42+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/concepts/agent-capabilities</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/concepts/agents</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/concepts/checkpointing</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/concepts/cli</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/concepts/collaboration</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/concepts/crews</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/concepts/event-listener</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/concepts/files</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/concepts/flows</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/concepts/knowledge</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/concepts/llms</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/concepts/memory</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/concepts/planning</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/concepts/processes</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/concepts/production-architecture</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/concepts/reasoning</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/concepts/skills</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/concepts/tasks</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/concepts/testing</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/concepts/tools</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/concepts/training</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/examples/cookbooks</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/examples/example</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/guides/advanced/customizing-prompts</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/guides/advanced/fingerprinting</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/guides/agents/crafting-effective-agents</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/guides/coding-tools/agents-md</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/guides/coding-tools/build-with-ai</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/guides/concepts/evaluating-use-cases</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/guides/crews/first-crew</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/guides/flows/first-flow</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/guides/flows/mastering-flow-state</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/guides/migration/migrating-from-langgraph</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/guides/tools/publish-custom-tools</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/index</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/installation</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/introduction</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/learn/a2a-agent-delegation</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/learn/a2ui</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/learn/before-and-after-kickoff-hooks</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/learn/bring-your-own-agent</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/learn/coding-agents</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/learn/conditional-tasks</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/learn/create-custom-tools</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/learn/custom-llm</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/learn/custom-manager-agent</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/learn/customizing-agents</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/learn/dalle-image-generation</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/learn/execution-hooks</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/learn/force-tool-output-as-result</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/learn/hierarchical-process</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/learn/human-feedback-in-flows</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/learn/human-in-the-loop</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/learn/human-input-on-execution</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/learn/kickoff-async</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/learn/kickoff-for-each</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/learn/litellm-removal-guide</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/learn/llm-connections</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/learn/llm-hooks</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/learn/llm-selection-guide</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/learn/multimodal-agents</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/learn/overview</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/learn/replay-tasks-from-latest-crew-kickoff</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/learn/sequential-process</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/learn/streaming-crew-execution</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/learn/streaming-flow-execution</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/learn/tool-hooks</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/learn/using-annotations</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/mcp/dsl-integration</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/mcp/multiple-servers</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/mcp/overview</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/mcp/security</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/mcp/sse</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/mcp/stdio</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/mcp/streamable-http</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/observability/arize-phoenix</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/observability/braintrust</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/observability/datadog</loc>
    <lastmod>2026-09-07T12:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/observability/galileo</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/observability/langdb</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/observability/langfuse</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/observability/langtrace</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/observability/maxim</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/observability/mlflow</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/observability/neatlogs</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/observability/openlit</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/observability/opik</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/observability/overview</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/observability/patronus-evaluation</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/observability/portkey</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/observability/tracing</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/observability/truefoundry</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/observability/weave</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/quickstart</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/skills</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/snippets/snippet-intro</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/telemetry</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/ai-ml/aimindtool</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/ai-ml/codeinterpretertool</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/ai-ml/dalletool</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/ai-ml/langchaintool</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/ai-ml/llamaindextool</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/ai-ml/overview</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/ai-ml/ragtool</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/ai-ml/visiontool</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/automation/apifyactorstool</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/automation/composiotool</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/automation/multiontool</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/automation/overview</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/automation/zapieractionstool</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/cloud-storage/bedrockkbretriever</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/cloud-storage/overview</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/cloud-storage/s3readertool</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/cloud-storage/s3writertool</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/database-data/mongodbvectorsearchtool</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/database-data/mysqltool</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/database-data/nl2sqltool</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/database-data/overview</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/database-data/pgsearchtool</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/database-data/qdrantvectorsearchtool</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/database-data/singlestoresearchtool</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/database-data/snowflakesearchtool</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/database-data/weaviatevectorsearchtool</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/file-document/csvsearchtool</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/file-document/directoryreadtool</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/file-document/directorysearchtool</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/file-document/docxsearchtool</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/file-document/filereadtool</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/file-document/filewritetool</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/file-document/jsonsearchtool</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/file-document/mdxsearchtool</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/file-document/ocrtool</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/file-document/overview</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/file-document/pdf-text-writing-tool</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/file-document/pdfsearchtool</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/file-document/txtsearchtool</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/file-document/xmlsearchtool</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/integration/bedrockinvokeagenttool</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/integration/crewaiautomationtool</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/integration/mergeagenthandlertool</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/integration/overview</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/overview</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/search-research/arxivpapertool</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/search-research/bravesearchtool</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/search-research/codedocssearchtool</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/search-research/databricks-query-tool</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/search-research/exasearchtool</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/search-research/githubsearchtool</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/search-research/linkupsearchtool</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/search-research/overview</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/search-research/serpapi-googlesearchtool</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/search-research/serpapi-googleshoppingtool</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/search-research/serperdevtool</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/search-research/tavilyextractortool</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/search-research/tavilysearchtool</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/search-research/websitesearchtool</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/search-research/youtubechannelsearchtool</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/search-research/youtubevideosearchtool</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/tool-integrations/overview</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/web-scraping/brightdata-tools</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/web-scraping/browserbaseloadtool</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/web-scraping/firecrawlcrawlwebsitetool</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/web-scraping/firecrawlscrapewebsitetool</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/web-scraping/firecrawlsearchtool</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/web-scraping/hyperbrowserloadtool</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/web-scraping/overview</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/web-scraping/oxylabsscraperstool</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/web-scraping/scrapeelementfromwebsitetool</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/web-scraping/scrapegraphscrapetool</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/web-scraping/scrapewebsitetool</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/web-scraping/scrapflyscrapetool</loc>
    <lastmod>2026-09-07T12:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/web-scraping/seleniumscrapingtool</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/web-scraping/serperscrapewebsitetool</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/web-scraping/spidertool</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.3/en/tools/web-scraping/stagehandtool</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/api-reference/introduction</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/concepts/agent-capabilities</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/concepts/agents</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/concepts/checkpointing</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/concepts/cli</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/concepts/collaboration</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/concepts/crews</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/concepts/event-listener</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/concepts/files</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/concepts/flows</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/concepts/knowledge</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/concepts/llms</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/concepts/memory</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/concepts/planning</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/concepts/processes</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/concepts/production-architecture</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/concepts/reasoning</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/concepts/skills</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/concepts/tasks</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/concepts/testing</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/concepts/tools</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/concepts/training</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/examples/cookbooks</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/examples/example</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/guides/advanced/customizing-prompts</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/guides/advanced/fingerprinting</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/guides/agents/crafting-effective-agents</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/guides/coding-tools/agents-md</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/guides/coding-tools/build-with-ai</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/guides/concepts/evaluating-use-cases</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/guides/crews/first-crew</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/guides/flows/first-flow</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/guides/flows/mastering-flow-state</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/guides/migration/migrating-from-langgraph</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/guides/tools/publish-custom-tools</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/index</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/installation</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/introduction</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/learn/a2a-agent-delegation</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/learn/a2ui</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/learn/before-and-after-kickoff-hooks</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/learn/bring-your-own-agent</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/learn/coding-agents</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/learn/conditional-tasks</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/learn/create-custom-tools</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/learn/custom-llm</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/learn/custom-manager-agent</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/learn/customizing-agents</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/learn/dalle-image-generation</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/learn/execution-hooks</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/learn/force-tool-output-as-result</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/learn/hierarchical-process</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/learn/human-feedback-in-flows</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/learn/human-in-the-loop</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/learn/human-input-on-execution</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/learn/kickoff-async</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/learn/kickoff-for-each</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/learn/litellm-removal-guide</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/learn/llm-connections</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/learn/llm-hooks</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/learn/llm-selection-guide</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/learn/multimodal-agents</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/learn/overview</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/learn/replay-tasks-from-latest-crew-kickoff</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/learn/sequential-process</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/learn/streaming-crew-execution</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/learn/streaming-flow-execution</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/learn/tool-hooks</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/learn/using-annotations</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/mcp/dsl-integration</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/mcp/multiple-servers</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/mcp/overview</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/mcp/security</loc>
    <lastmod>2026-09-07T12:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/mcp/sse</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/mcp/stdio</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/mcp/streamable-http</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/observability/arize-phoenix</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/observability/braintrust</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/observability/datadog</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/observability/galileo</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/observability/langdb</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/observability/langfuse</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/observability/langtrace</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/observability/maxim</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/observability/mlflow</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/observability/neatlogs</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/observability/openlit</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/observability/opik</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/observability/overview</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/observability/patronus-evaluation</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/observability/portkey</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/observability/tracing</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/observability/truefoundry</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/observability/weave</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/quickstart</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/skills</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/snippets/snippet-intro</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/telemetry</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/ai-ml/aimindtool</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/ai-ml/codeinterpretertool</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/ai-ml/dalletool</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/ai-ml/daytona</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/ai-ml/e2bsandboxtools</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/ai-ml/langchaintool</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/ai-ml/llamaindextool</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/ai-ml/overview</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/ai-ml/ragtool</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/ai-ml/visiontool</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/automation/apifyactorstool</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/automation/composiotool</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/automation/multiontool</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/automation/overview</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/automation/zapieractionstool</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/cloud-storage/bedrockkbretriever</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/cloud-storage/overview</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/cloud-storage/s3readertool</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/cloud-storage/s3writertool</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/database-data/mongodbvectorsearchtool</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/database-data/mysqltool</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/database-data/nl2sqltool</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/database-data/overview</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/database-data/pgsearchtool</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/database-data/qdrantvectorsearchtool</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/database-data/singlestoresearchtool</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/database-data/snowflakesearchtool</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/database-data/weaviatevectorsearchtool</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/file-document/csvsearchtool</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/file-document/directoryreadtool</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/file-document/directorysearchtool</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/file-document/docxsearchtool</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/file-document/filereadtool</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/file-document/filewritetool</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/file-document/jsonsearchtool</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/file-document/mdxsearchtool</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/file-document/ocrtool</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/file-document/overview</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/file-document/pdf-text-writing-tool</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/file-document/pdfsearchtool</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/file-document/txtsearchtool</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/file-document/xmlsearchtool</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/integration/bedrockinvokeagenttool</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/integration/crewaiautomationtool</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/integration/mergeagenthandlertool</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/integration/overview</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/overview</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/search-research/arxivpapertool</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/search-research/bravesearchtool</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/search-research/codedocssearchtool</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/search-research/databricks-query-tool</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/search-research/exasearchtool</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/search-research/githubsearchtool</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/search-research/linkupsearchtool</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/search-research/overview</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/search-research/serpapi-googlesearchtool</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/search-research/serpapi-googleshoppingtool</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/search-research/serperdevtool</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/search-research/tavilyextractortool</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/search-research/tavilyresearchtool</loc>
    <lastmod>2026-09-07T12:17:46+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/search-research/tavilysearchtool</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/search-research/websitesearchtool</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/search-research/youai-search</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/search-research/youtubechannelsearchtool</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/search-research/youtubevideosearchtool</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/tool-integrations/overview</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/web-scraping/brightdata-tools</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/web-scraping/browserbaseloadtool</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/web-scraping/firecrawlcrawlwebsitetool</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/web-scraping/firecrawlscrapewebsitetool</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/web-scraping/firecrawlsearchtool</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/web-scraping/hyperbrowserloadtool</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/web-scraping/overview</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/web-scraping/oxylabsscraperstool</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/web-scraping/scrapeelementfromwebsitetool</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/web-scraping/scrapegraphscrapetool</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/web-scraping/scrapewebsitetool</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/web-scraping/scrapflyscrapetool</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/web-scraping/seleniumscrapingtool</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/web-scraping/serperscrapewebsitetool</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/web-scraping/spidertool</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/web-scraping/stagehandtool</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.4/en/tools/web-scraping/youai-contents</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/api-reference/introduction</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/concepts/agent-capabilities</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/concepts/agents</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/concepts/checkpointing</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/concepts/cli</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/concepts/collaboration</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/concepts/crews</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/concepts/event-listener</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/concepts/files</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/concepts/flows</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/concepts/knowledge</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/concepts/llms</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/concepts/memory</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/concepts/planning</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/concepts/processes</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/concepts/production-architecture</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/concepts/reasoning</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/concepts/skills</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/concepts/tasks</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/concepts/testing</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/concepts/tools</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/concepts/training</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/examples/cookbooks</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/examples/example</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/guides/advanced/customizing-prompts</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/guides/advanced/fingerprinting</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/guides/agents/crafting-effective-agents</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/guides/coding-tools/agents-md</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/guides/coding-tools/build-with-ai</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/guides/concepts/evaluating-use-cases</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/guides/crews/first-crew</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/guides/flows/first-flow</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/guides/flows/inputs-id-deprecation</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/guides/flows/mastering-flow-state</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/guides/migration/migrating-from-langgraph</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/guides/migration/upgrading-crewai</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/guides/tools/publish-custom-tools</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/index</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/installation</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/introduction</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/learn/a2a-agent-delegation</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/learn/a2ui</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/learn/before-and-after-kickoff-hooks</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/learn/bring-your-own-agent</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/learn/coding-agents</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/learn/conditional-tasks</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/learn/create-custom-tools</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/learn/custom-llm</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/learn/custom-manager-agent</loc>
    <lastmod>2026-09-07T12:17:47+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/learn/customizing-agents</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/learn/dalle-image-generation</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/learn/execution-hooks</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/learn/force-tool-output-as-result</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/learn/hierarchical-process</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/learn/human-feedback-in-flows</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/learn/human-in-the-loop</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/learn/human-input-on-execution</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/learn/kickoff-async</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/learn/kickoff-for-each</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/learn/litellm-removal-guide</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/learn/llm-connections</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/learn/llm-hooks</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/learn/llm-selection-guide</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/learn/multimodal-agents</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/learn/overview</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/learn/replay-tasks-from-latest-crew-kickoff</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/learn/sequential-process</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/learn/streaming-crew-execution</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/aws-sdk-php/versions/3.394.9/pages/CRT_INSTRUCTIONS</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/learn/streaming-flow-execution</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/aws-sdk-php/versions/3.394.9/pages/README</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/learn/tool-hooks</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/aws-sdk-php/versions/3.394.9/pages/UPGRADING</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/aws-sdk-php/versions/3.394.9/pages/src/S3/Crypto/README</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/learn/using-annotations</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/aws-sdk-php/versions/3.394.9/pages/src/S3/Crypto/S3_EC_SUPPORT_POLICY</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/aws-sdk-php/versions/3.394.9/pages/src/Script/Composer/README</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/mcp/dsl-integration</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/mcp/multiple-servers</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/mcp/overview</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/mcp/security</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/mcp/sse</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/mcp/stdio</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/mcp/streamable-http</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/observability/arize-phoenix</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/observability/braintrust</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/observability/datadog</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/observability/galileo</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/observability/langdb</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/observability/langfuse</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/observability/langtrace</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/observability/maxim</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/observability/mlflow</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/observability/neatlogs</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/observability/openlit</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/observability/opik</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/observability/overview</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/observability/patronus-evaluation</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/observability/portkey</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/observability/tracing</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/observability/truefoundry</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/observability/weave</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/quickstart</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/skills</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/snippets/snippet-intro</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/telemetry</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/ai-ml/aimindtool</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/ai-ml/codeinterpretertool</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/ai-ml/dalletool</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/ai-ml/daytona</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/ai-ml/e2bsandboxtools</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/ai-ml/langchaintool</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/ai-ml/llamaindextool</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/ai-ml/overview</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/ai-ml/ragtool</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/ai-ml/visiontool</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/automation/apifyactorstool</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/automation/composiotool</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/automation/multiontool</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/automation/overview</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/automation/zapieractionstool</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/cloud-storage/bedrockkbretriever</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/cloud-storage/overview</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/cloud-storage/s3readertool</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/cloud-storage/s3writertool</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/database-data/mongodbvectorsearchtool</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/database-data/mysqltool</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/database-data/nl2sqltool</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/database-data/overview</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/database-data/pgsearchtool</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/database-data/qdrantvectorsearchtool</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/database-data/singlestoresearchtool</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/database-data/snowflakesearchtool</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/database-data/weaviatevectorsearchtool</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/file-document/csvsearchtool</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/file-document/directoryreadtool</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/file-document/directorysearchtool</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/file-document/docxsearchtool</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/file-document/filereadtool</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/file-document/filewritetool</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/file-document/jsonsearchtool</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/file-document/mdxsearchtool</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/file-document/ocrtool</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/file-document/overview</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/file-document/pdf-text-writing-tool</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/file-document/pdfsearchtool</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/file-document/txtsearchtool</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/file-document/xmlsearchtool</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/integration/bedrockinvokeagenttool</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/integration/crewaiautomationtool</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/integration/mergeagenthandlertool</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/integration/overview</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/overview</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/search-research/arxivpapertool</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/search-research/bravesearchtool</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/search-research/codedocssearchtool</loc>
    <lastmod>2026-09-07T12:17:48+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/search-research/databricks-query-tool</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/search-research/exasearchtool</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/search-research/githubsearchtool</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/search-research/linkupsearchtool</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/search-research/overview</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/search-research/serpapi-googlesearchtool</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/search-research/serpapi-googleshoppingtool</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/search-research/serperdevtool</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/search-research/tavilyextractortool</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/search-research/tavilygetresearchtool</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/search-research/tavilyresearchtool</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/search-research/tavilysearchtool</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/search-research/websitesearchtool</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/search-research/youai-search</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/search-research/youtubechannelsearchtool</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/search-research/youtubevideosearchtool</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/tool-integrations/overview</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/web-scraping/brightdata-tools</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/web-scraping/browserbaseloadtool</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/web-scraping/firecrawlcrawlwebsitetool</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/web-scraping/firecrawlscrapewebsitetool</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/web-scraping/firecrawlsearchtool</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/web-scraping/hyperbrowserloadtool</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/web-scraping/overview</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/web-scraping/oxylabsscraperstool</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/web-scraping/scrapeelementfromwebsitetool</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/web-scraping/scrapegraphscrapetool</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/web-scraping/scrapewebsitetool</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/web-scraping/scrapflyscrapetool</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/web-scraping/seleniumscrapingtool</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/web-scraping/serperscrapewebsitetool</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/web-scraping/spidertool</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/web-scraping/stagehandtool</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.5/en/tools/web-scraping/youai-contents</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/api-reference/introduction</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/concepts/agent-capabilities</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/concepts/agents</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/concepts/checkpointing</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/concepts/cli</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/concepts/collaboration</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/concepts/crews</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/concepts/event-listener</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/concepts/files</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/concepts/flows</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/concepts/knowledge</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/concepts/llms</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/concepts/memory</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/concepts/planning</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/concepts/processes</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/concepts/production-architecture</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/concepts/reasoning</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/concepts/skills</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/concepts/tasks</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/concepts/testing</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/concepts/tools</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/concepts/training</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/examples/cookbooks</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/examples/example</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/guides/advanced/customizing-prompts</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/guides/advanced/fingerprinting</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/guides/agents/crafting-effective-agents</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/guides/coding-tools/agents-md</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/guides/coding-tools/build-with-ai</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/guides/concepts/evaluating-use-cases</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/guides/crews/first-crew</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/guides/flows/first-flow</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/guides/flows/inputs-id-deprecation</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/guides/flows/mastering-flow-state</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/guides/migration/migrating-from-langgraph</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/guides/migration/upgrading-crewai</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/guides/tools/publish-custom-tools</loc>
    <lastmod>2026-09-07T12:17:49+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/index</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/installation</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/introduction</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/learn/a2a-agent-delegation</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/learn/a2ui</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/learn/before-and-after-kickoff-hooks</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/learn/bring-your-own-agent</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/learn/coding-agents</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/learn/conditional-tasks</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/learn/create-custom-tools</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/learn/custom-llm</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/learn/custom-manager-agent</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/learn/customizing-agents</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/learn/dalle-image-generation</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/learn/execution-hooks</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/learn/force-tool-output-as-result</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/learn/hierarchical-process</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/learn/human-feedback-in-flows</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/learn/human-in-the-loop</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/learn/human-input-on-execution</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/learn/kickoff-async</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/learn/kickoff-for-each</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/learn/litellm-removal-guide</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/learn/llm-connections</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/learn/llm-hooks</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/learn/llm-selection-guide</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/learn/multimodal-agents</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/learn/overview</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/learn/replay-tasks-from-latest-crew-kickoff</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/learn/sequential-process</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/learn/streaming-crew-execution</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/learn/streaming-flow-execution</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/learn/tool-hooks</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/learn/using-annotations</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/mcp/dsl-integration</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/mcp/multiple-servers</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/mcp/overview</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/mcp/security</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/mcp/sse</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/mcp/stdio</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/mcp/streamable-http</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/observability/arize-phoenix</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/observability/braintrust</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/observability/datadog</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/observability/galileo</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/observability/langdb</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/observability/langfuse</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/observability/langtrace</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/observability/maxim</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/observability/mlflow</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/observability/neatlogs</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/observability/openlit</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/observability/opik</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/observability/overview</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/observability/patronus-evaluation</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/observability/portkey</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/observability/tracing</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/observability/truefoundry</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/observability/weave</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/quickstart</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/skills</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/snippets/snippet-intro</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/telemetry</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/ai-ml/aimindtool</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/ai-ml/codeinterpretertool</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/ai-ml/dalletool</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/ai-ml/daytona</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/ai-ml/e2bsandboxtools</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/ai-ml/langchaintool</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/ai-ml/llamaindextool</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/ai-ml/overview</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/ai-ml/ragtool</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/ai-ml/visiontool</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/automation/apifyactorstool</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/automation/composiotool</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/automation/multiontool</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/automation/overview</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/automation/zapieractionstool</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/cloud-storage/bedrockkbretriever</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/cloud-storage/overview</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/cloud-storage/s3readertool</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/cloud-storage/s3writertool</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/database-data/mongodbvectorsearchtool</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/database-data/mysqltool</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/database-data/nl2sqltool</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/database-data/overview</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/database-data/pgsearchtool</loc>
    <lastmod>2026-09-07T12:17:50+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/database-data/qdrantvectorsearchtool</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/database-data/singlestoresearchtool</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/database-data/snowflakesearchtool</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/database-data/weaviatevectorsearchtool</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/file-document/csvsearchtool</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/file-document/directoryreadtool</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/file-document/directorysearchtool</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/file-document/docxsearchtool</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/file-document/filereadtool</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/file-document/filewritetool</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/file-document/jsonsearchtool</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/file-document/mdxsearchtool</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/file-document/ocrtool</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/file-document/overview</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/file-document/pdf-text-writing-tool</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/file-document/pdfsearchtool</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/file-document/txtsearchtool</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/file-document/xmlsearchtool</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/integration/bedrockinvokeagenttool</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/integration/crewaiautomationtool</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/integration/mergeagenthandlertool</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/integration/overview</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/overview</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/search-research/arxivpapertool</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/search-research/bravesearchtool</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/search-research/codedocssearchtool</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/search-research/databricks-query-tool</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/search-research/exasearchtool</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/search-research/githubsearchtool</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/search-research/linkupsearchtool</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/search-research/overview</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/search-research/serpapi-googlesearchtool</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/search-research/serpapi-googleshoppingtool</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/search-research/serperdevtool</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/search-research/tavilyextractortool</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/search-research/tavilygetresearchtool</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/search-research/tavilyresearchtool</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/search-research/tavilysearchtool</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/search-research/websitesearchtool</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/search-research/youai-search</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/search-research/youtubechannelsearchtool</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/search-research/youtubevideosearchtool</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/tool-integrations/overview</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/web-scraping/brightdata-tools</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/web-scraping/browserbaseloadtool</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/web-scraping/firecrawlcrawlwebsitetool</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/web-scraping/firecrawlscrapewebsitetool</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/web-scraping/firecrawlsearchtool</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/web-scraping/hyperbrowserloadtool</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/web-scraping/overview</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/web-scraping/oxylabsscraperstool</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/web-scraping/scrapeelementfromwebsitetool</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/web-scraping/scrapegraphscrapetool</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/web-scraping/scrapewebsitetool</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/web-scraping/scrapflyscrapetool</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/web-scraping/seleniumscrapingtool</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/web-scraping/serperscrapewebsitetool</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/web-scraping/spidertool</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/web-scraping/stagehandtool</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.6/en/tools/web-scraping/youai-contents</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/api-reference/introduction</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/concepts/agent-capabilities</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/concepts/agents</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/concepts/checkpointing</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/concepts/cli</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/concepts/collaboration</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/concepts/crews</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/concepts/event-listener</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/concepts/files</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/concepts/flows</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/concepts/knowledge</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/concepts/llms</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/concepts/memory</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/concepts/planning</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/concepts/processes</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/concepts/production-architecture</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/concepts/reasoning</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/concepts/skills</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/concepts/tasks</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/concepts/testing</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/concepts/tools</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/concepts/training</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/examples/cookbooks</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/examples/example</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/guides/advanced/customizing-prompts</loc>
    <lastmod>2026-09-07T12:17:51+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/guides/advanced/fingerprinting</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/guides/agents/crafting-effective-agents</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/guides/coding-tools/agents-md</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/guides/coding-tools/build-with-ai</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/guides/concepts/evaluating-use-cases</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/guides/crews/first-crew</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/guides/flows/conversational-flows</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/guides/flows/first-flow</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/guides/flows/inputs-id-deprecation</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/guides/flows/mastering-flow-state</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/guides/migration/migrating-from-langgraph</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/guides/migration/upgrading-crewai</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/guides/tools/publish-custom-tools</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/index</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/installation</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/introduction</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/learn/a2a-agent-delegation</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/learn/a2ui</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/learn/before-and-after-kickoff-hooks</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/learn/bring-your-own-agent</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/learn/coding-agents</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/learn/conditional-tasks</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/learn/create-custom-tools</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/learn/custom-llm</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/learn/custom-manager-agent</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/learn/customizing-agents</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/learn/dalle-image-generation</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/learn/execution-hooks</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/learn/force-tool-output-as-result</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/learn/hierarchical-process</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/learn/human-feedback-in-flows</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/learn/human-in-the-loop</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/learn/human-input-on-execution</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/learn/kickoff-async</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/learn/kickoff-for-each</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/learn/litellm-removal-guide</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/learn/llm-connections</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/learn/llm-hooks</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/learn/llm-selection-guide</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/learn/multimodal-agents</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/learn/overview</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/learn/replay-tasks-from-latest-crew-kickoff</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/learn/sequential-process</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/learn/streaming-crew-execution</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/learn/streaming-flow-execution</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/learn/tool-hooks</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/learn/using-annotations</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/mcp/dsl-integration</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/mcp/multiple-servers</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/mcp/overview</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/mcp/security</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/mcp/sse</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/mcp/stdio</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/mcp/streamable-http</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/observability/arize-phoenix</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/observability/braintrust</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/observability/datadog</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/observability/galileo</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/observability/langdb</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/observability/langfuse</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/observability/langtrace</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/observability/maxim</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/observability/mlflow</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/observability/neatlogs</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/observability/openlit</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/observability/opik</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/observability/overview</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/observability/patronus-evaluation</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/observability/portkey</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/observability/tracing</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/observability/truefoundry</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/observability/weave</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/quickstart</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/skills</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/snippets/snippet-intro</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/telemetry</loc>
    <lastmod>2026-09-07T12:17:52+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/ai-ml/aimindtool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/ai-ml/codeinterpretertool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/ai-ml/dalletool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/ai-ml/daytona</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/ai-ml/e2bsandboxtools</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/ai-ml/langchaintool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/ai-ml/llamaindextool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/ai-ml/overview</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/ai-ml/ragtool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/ai-ml/visiontool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/automation/apifyactorstool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/automation/composiotool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/automation/multiontool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/automation/overview</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/automation/zapieractionstool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/cloud-storage/bedrockkbretriever</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/cloud-storage/overview</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/cloud-storage/s3readertool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/cloud-storage/s3writertool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/database-data/mongodbvectorsearchtool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/database-data/mysqltool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/database-data/nl2sqltool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/database-data/overview</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/database-data/pgsearchtool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/database-data/qdrantvectorsearchtool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/database-data/singlestoresearchtool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/database-data/snowflakesearchtool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/database-data/weaviatevectorsearchtool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/file-document/csvsearchtool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/file-document/directoryreadtool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/file-document/directorysearchtool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/file-document/docxsearchtool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/file-document/filereadtool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/file-document/filewritetool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/file-document/jsonsearchtool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/file-document/mdxsearchtool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/file-document/ocrtool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/file-document/overview</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/file-document/pdf-text-writing-tool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/file-document/pdfsearchtool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/file-document/txtsearchtool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/file-document/xmlsearchtool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/integration/bedrockinvokeagenttool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/integration/crewaiautomationtool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/integration/mergeagenthandlertool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/integration/overview</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/overview</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/search-research/arxivpapertool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/search-research/bravesearchtool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/search-research/codedocssearchtool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/search-research/databricks-query-tool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/search-research/exasearchtool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/search-research/githubsearchtool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/search-research/linkupsearchtool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/search-research/overview</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/search-research/serpapi-googlesearchtool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/search-research/serpapi-googleshoppingtool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/search-research/serperdevtool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/search-research/tavilyextractortool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/search-research/tavilygetresearchtool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/search-research/tavilyresearchtool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/search-research/tavilysearchtool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/search-research/websitesearchtool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/search-research/youai-search</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/search-research/youtubechannelsearchtool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/search-research/youtubevideosearchtool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/tool-integrations/overview</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/web-scraping/brightdata-tools</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/web-scraping/browserbaseloadtool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/web-scraping/firecrawlcrawlwebsitetool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/web-scraping/firecrawlscrapewebsitetool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/web-scraping/firecrawlsearchtool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/web-scraping/hyperbrowserloadtool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/web-scraping/overview</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/web-scraping/oxylabsscraperstool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/web-scraping/scrapeelementfromwebsitetool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/web-scraping/scrapegraphscrapetool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/web-scraping/scrapewebsitetool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/web-scraping/scrapflyscrapetool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/web-scraping/seleniumscrapingtool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/web-scraping/serperscrapewebsitetool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/web-scraping/spidertool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/web-scraping/stagehandtool</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.14.7/en/tools/web-scraping/youai-contents</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/api-reference/introduction</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/concepts/agent-capabilities</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/concepts/agents</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/concepts/checkpointing</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/concepts/cli</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/concepts/collaboration</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/concepts/crews</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/concepts/event-listener</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/concepts/files</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/concepts/flows</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/concepts/knowledge</loc>
    <lastmod>2026-09-07T12:17:53+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/concepts/llms</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/concepts/memory</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/concepts/planning</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/concepts/processes</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/concepts/production-architecture</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/concepts/reasoning</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/concepts/skills</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/concepts/tasks</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/concepts/testing</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/concepts/tools</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/concepts/training</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/examples/cookbooks</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/examples/example</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/guides/advanced/customizing-prompts</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/guides/advanced/fingerprinting</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/guides/agents/crafting-effective-agents</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/guides/coding-tools/agents-md</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/guides/coding-tools/build-with-ai</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/guides/concepts/evaluating-use-cases</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/guides/crews/first-crew</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/guides/flows/conversational-flows</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/guides/flows/first-flow</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/guides/flows/inputs-id-deprecation</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/guides/flows/mastering-flow-state</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/guides/migration/migrating-from-langgraph</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/guides/migration/upgrading-crewai</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/guides/tools/publish-custom-tools</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/index</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/installation</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/introduction</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/learn/a2a-agent-delegation</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/learn/a2ui</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/learn/before-and-after-kickoff-hooks</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/learn/bring-your-own-agent</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/learn/coding-agents</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/learn/conditional-tasks</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/learn/create-custom-tools</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/learn/custom-llm</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/learn/custom-manager-agent</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/learn/customizing-agents</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/learn/dalle-image-generation</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/learn/execution-hooks</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/learn/force-tool-output-as-result</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/learn/hierarchical-process</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/learn/human-feedback-in-flows</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/learn/human-in-the-loop</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/learn/human-input-on-execution</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/learn/kickoff-async</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/learn/kickoff-for-each</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/learn/litellm-removal-guide</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/learn/llm-connections</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/learn/llm-hooks</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/learn/llm-selection-guide</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/learn/multimodal-agents</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/learn/overview</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/learn/replay-tasks-from-latest-crew-kickoff</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/learn/sequential-process</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/learn/streaming-crew-execution</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/learn/streaming-flow-execution</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/learn/tool-hooks</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/learn/using-annotations</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/mcp/dsl-integration</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/mcp/multiple-servers</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/mcp/overview</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/mcp/security</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/mcp/sse</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/mcp/stdio</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/mcp/streamable-http</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/observability/arize-phoenix</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/observability/braintrust</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/observability/datadog</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/observability/galileo</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/observability/langdb</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/observability/langfuse</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/observability/langtrace</loc>
    <lastmod>2026-09-07T12:17:54+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/observability/maxim</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/observability/mlflow</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/observability/neatlogs</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/observability/openlit</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/observability/opik</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/observability/overview</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/observability/patronus-evaluation</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/observability/portkey</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/observability/tracing</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/observability/truefoundry</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/observability/weave</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/quickstart</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/skills</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/snippets/snippet-intro</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/telemetry</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/ai-ml/aimindtool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/ai-ml/codeinterpretertool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/ai-ml/dalletool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/ai-ml/daytona</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/ai-ml/e2bsandboxtools</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/ai-ml/langchaintool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/ai-ml/llamaindextool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/ai-ml/overview</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/ai-ml/ragtool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/ai-ml/visiontool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/automation/apifyactorstool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/automation/composiotool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/automation/multiontool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/automation/overview</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/automation/zapieractionstool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/cloud-storage/bedrockkbretriever</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/cloud-storage/overview</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/cloud-storage/s3readertool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/cloud-storage/s3writertool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/database-data/mongodbvectorsearchtool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/database-data/mysqltool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/database-data/nl2sqltool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/database-data/overview</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/database-data/pgsearchtool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/database-data/qdrantvectorsearchtool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/database-data/singlestoresearchtool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/database-data/snowflakesearchtool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/database-data/weaviatevectorsearchtool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/file-document/csvsearchtool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/file-document/directoryreadtool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/file-document/directorysearchtool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/file-document/docxsearchtool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/file-document/filereadtool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/file-document/filewritetool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/file-document/jsonsearchtool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/file-document/mdxsearchtool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/file-document/ocrtool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/file-document/overview</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/file-document/pdf-text-writing-tool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/file-document/pdfsearchtool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/file-document/txtsearchtool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/file-document/xmlsearchtool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/integration/bedrockinvokeagenttool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/integration/crewaiautomationtool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/integration/mergeagenthandlertool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/integration/overview</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/overview</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/search-research/arxivpapertool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/search-research/bravesearchtool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/search-research/codedocssearchtool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/search-research/databricks-query-tool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/search-research/exasearchtool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/search-research/githubsearchtool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/search-research/linkupsearchtool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/search-research/overview</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/search-research/serpapi-googlesearchtool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/search-research/serpapi-googleshoppingtool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/search-research/serperdevtool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/search-research/tavilyextractortool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/search-research/tavilygetresearchtool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/search-research/tavilyresearchtool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/search-research/tavilysearchtool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/search-research/websitesearchtool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/search-research/youai-search</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/search-research/youtubechannelsearchtool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/search-research/youtubevideosearchtool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/tool-integrations/overview</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/web-scraping/brightdata-tools</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/web-scraping/browserbaseloadtool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/web-scraping/firecrawlcrawlwebsitetool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/web-scraping/firecrawlscrapewebsitetool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/web-scraping/firecrawlsearchtool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/web-scraping/hyperbrowserloadtool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/web-scraping/overview</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/web-scraping/oxylabsscraperstool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/web-scraping/scrapeelementfromwebsitetool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/web-scraping/scrapegraphscrapetool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/web-scraping/scrapewebsitetool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/web-scraping/scrapflyscrapetool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/web-scraping/seleniumscrapingtool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/web-scraping/serperscrapewebsitetool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/web-scraping/spidertool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/web-scraping/stagehandtool</loc>
    <lastmod>2026-09-07T12:17:55+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.0/en/tools/web-scraping/youai-contents</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/api-reference/introduction</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/concepts/agent-capabilities</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/concepts/agents</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/concepts/checkpointing</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/concepts/cli</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/concepts/collaboration</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/concepts/crews</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/concepts/event-listener</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/concepts/files</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/concepts/flows</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/concepts/knowledge</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/concepts/llms</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/concepts/memory</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/concepts/planning</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/concepts/processes</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/concepts/production-architecture</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/concepts/reasoning</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/concepts/skills</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/concepts/tasks</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/concepts/testing</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/concepts/tools</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/concepts/training</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/examples/cookbooks</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/examples/example</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/guides/advanced/customizing-prompts</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/guides/advanced/fingerprinting</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/guides/agents/crafting-effective-agents</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/guides/coding-tools/agents-md</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/guides/coding-tools/build-with-ai</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/guides/concepts/evaluating-use-cases</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/guides/crews/first-crew</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/guides/flows/conversational-flows</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/guides/flows/first-flow</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/guides/flows/inputs-id-deprecation</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/guides/flows/mastering-flow-state</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/guides/migration/migrating-from-langgraph</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/guides/migration/upgrading-crewai</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/guides/tools/publish-custom-tools</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/index</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/installation</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/introduction</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/learn/a2a-agent-delegation</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/learn/a2ui</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/learn/before-and-after-kickoff-hooks</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/learn/bring-your-own-agent</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/learn/coding-agents</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/learn/conditional-tasks</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/learn/create-custom-tools</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/learn/custom-llm</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/learn/custom-manager-agent</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/learn/customizing-agents</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/learn/dalle-image-generation</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/learn/execution-hooks</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/learn/force-tool-output-as-result</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/learn/hierarchical-process</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/learn/human-feedback-in-flows</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/learn/human-in-the-loop</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/learn/human-input-on-execution</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/learn/kickoff-async</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/learn/kickoff-for-each</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/learn/litellm-removal-guide</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/learn/llm-connections</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/learn/llm-hooks</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/learn/llm-selection-guide</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/learn/multimodal-agents</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/learn/overview</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/learn/replay-tasks-from-latest-crew-kickoff</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/learn/sequential-process</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/learn/streaming-crew-execution</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/learn/streaming-flow-execution</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/learn/tool-hooks</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/learn/using-annotations</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/mcp/dsl-integration</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/mcp/multiple-servers</loc>
    <lastmod>2026-09-07T12:17:56+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/mcp/overview</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/mcp/security</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/mcp/sse</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/mcp/stdio</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/mcp/streamable-http</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/observability/arize-phoenix</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/observability/braintrust</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/observability/datadog</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/observability/galileo</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/observability/langdb</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/observability/langfuse</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/observability/langtrace</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/observability/maxim</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/observability/mlflow</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/observability/neatlogs</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/observability/openlit</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/observability/opik</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/observability/overview</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/observability/patronus-evaluation</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/observability/portkey</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/observability/tracing</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/observability/truefoundry</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/observability/weave</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/quickstart</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/skills</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/snippets/snippet-intro</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/telemetry</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/tools/ai-ml/aimindtool</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/tools/ai-ml/codeinterpretertool</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/tools/ai-ml/dalletool</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/tools/ai-ml/daytona</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/tools/ai-ml/e2bsandboxtools</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/tools/ai-ml/langchaintool</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/tools/ai-ml/llamaindextool</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/tools/ai-ml/overview</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/tools/ai-ml/ragtool</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/tools/ai-ml/visiontool</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/tools/automation/apifyactorstool</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/tools/automation/composiotool</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/tools/automation/multiontool</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/tools/automation/overview</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/tools/automation/zapieractionstool</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/tools/cloud-storage/bedrockkbretriever</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/tools/cloud-storage/overview</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/tools/cloud-storage/s3readertool</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/tools/cloud-storage/s3writertool</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/tools/database-data/mongodbvectorsearchtool</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/tools/database-data/mysqltool</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/tools/database-data/nl2sqltool</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/tools/database-data/overview</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/tools/database-data/pgsearchtool</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/tools/database-data/qdrantvectorsearchtool</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/tools/database-data/singlestoresearchtool</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/tools/database-data/snowflakesearchtool</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/tools/database-data/weaviatevectorsearchtool</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/tools/file-document/csvsearchtool</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/tools/file-document/directoryreadtool</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/tools/file-document/directorysearchtool</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/tools/file-document/docxsearchtool</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/tools/file-document/filereadtool</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/tools/file-document/filewritetool</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/tools/file-document/jsonsearchtool</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/tools/file-document/mdxsearchtool</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/tools/file-document/ocrtool</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/tools/file-document/overview</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/tools/file-document/pdf-text-writing-tool</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/tools/file-document/pdfsearchtool</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/tools/file-document/txtsearchtool</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/tools/file-document/xmlsearchtool</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/tools/integration/bedrockinvokeagenttool</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/tools/integration/crewaiautomationtool</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/tools/integration/mergeagenthandlertool</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/tools/integration/overview</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/tools/overview</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/tools/search-research/arxivpapertool</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/tools/search-research/bravesearchtool</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/tools/search-research/codedocssearchtool</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/tools/search-research/databricks-query-tool</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/tools/search-research/exasearchtool</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/tools/search-research/githubsearchtool</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/tools/search-research/linkupsearchtool</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/tools/search-research/overview</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/tools/search-research/serpapi-googlesearchtool</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/tools/search-research/serpapi-googleshoppingtool</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/tools/search-research/serperdevtool</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/tools/search-research/tavilyextractortool</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/tools/search-research/tavilygetresearchtool</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/crewai/versions/1.15.20/pages/docs/v1.15.1/en/tools/search-research/tavilyresearchtool</loc>
    <lastmod>2026-09-07T12:17:57+07:00</lastmod>
  </url>
</urlset>
