<?xml version="1.0" encoding="UTF-8"?>
<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/antd/error-fallback/index</loc>
    <lastmod>2026-06-14T01:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/antd/filter/index.en-US</loc>
    <lastmod>2026-06-14T01:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/antd/filter/index</loc>
    <lastmod>2026-06-14T01:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/antd/form/index.en-US</loc>
    <lastmod>2026-06-14T01:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/antd/form/index</loc>
    <lastmod>2026-06-14T01:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/antd/form-item/index.en-US</loc>
    <lastmod>2026-06-14T01:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/antd/form-item/index</loc>
    <lastmod>2026-06-14T01:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/antd/form-v2/index.en-US</loc>
    <lastmod>2026-06-14T01:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/antd/form-v2/index</loc>
    <lastmod>2026-06-14T01:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/antd/g2plot/index.en-US</loc>
    <lastmod>2026-06-14T01:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/antd/g2plot/index</loc>
    <lastmod>2026-06-14T01:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/antd/grid/index.en-US</loc>
    <lastmod>2026-06-14T01:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/antd/grid/index</loc>
    <lastmod>2026-06-14T01:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/antd/grid-card/index.en-US</loc>
    <lastmod>2026-06-14T01:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/antd/grid-card/index</loc>
    <lastmod>2026-06-14T01:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/antd/icon-picker/index.en-US</loc>
    <lastmod>2026-06-14T01:17:43+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/antd/icon-picker/index</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/antd/input/index.en-US</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/antd/input/index</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/antd/input-number/index.en-US</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/antd/input-number/index</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/antd/linkageFilter/index.en-US</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/antd/linkageFilter/index</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/antd/list/index.en-US</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/antd/list/index</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/antd/markdown/index.en-US</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/antd/markdown/index</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/antd/menu/index.en-US</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/antd/menu/index</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/antd/nanoid-input/index.en-US</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/antd/nanoid-input/index</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/antd/pagination/index.en-US</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/antd/pagination/index</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/antd/password/index.en-US</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/antd/password/index</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/antd/percent/index.en-US</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/antd/percent/index</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/antd/quick-edit/index.en-US</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/antd/quick-edit/index</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/antd/radio/index.en-US</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/antd/radio/index</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/antd/record-picker/index.en-US</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/antd/record-picker/index</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/antd/remote-select/index.en-US</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/antd/remote-select/index</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/antd/rich-text/index.en-US</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/antd/rich-text/index</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/antd/select/index.en-US</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/antd/select/index</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/antd/table/index.en-US</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/antd/table/index</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/antd/table-v2/index.en-US</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/antd/table-v2/index</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/antd/tabs/index.en-US</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/antd/tabs/index</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/antd/time-picker/index.en-US</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/antd/time-picker/index</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/antd/tree-select/index.en-US</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/antd/tree-select/index</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/antd/unix-timestamp/index.en-US</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/antd/unix-timestamp/index</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/antd/upload/index.en-US</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/antd/upload/index</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/antd/variable/index.en-US</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/antd/variable/index</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/common/dnd-context/index</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/common/sortable-item/index</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-component/index</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-initializer/index</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/schema-settings/index</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/user/index</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/variables/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client/src/variables/README.zh-CN</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client-v2/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client-v2/src/components/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/client-v2/src/components/README.zh-CN</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/create-nocobase-app/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/data-source-manager/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/database/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/devtools/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/evaluators/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/flow-engine/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/flow-engine/src/components/dnd/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/lock-manager/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/logger/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/resourcer/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/sdk/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/server/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/shared/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/snowflake-id/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/telemetry/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/core/utils/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-acl/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-action-bulk-edit/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-action-bulk-update/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-action-custom-request/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-action-duplicate/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-action-export/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-action-import/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-action-print/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-ai/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-ai/src/ai/ai-employees/atlas/prompt</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-ai/src/ai/skills/business-analysis-report/SKILLS</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-ai/src/ai/skills/document-search/SKILLS</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-ai-gigachat/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-api-doc/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-api-keys/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-api-keys/docs/en-US/index</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-api-keys/docs/en-US/usage</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-async-task-manager/ISSUES</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-async-task-manager/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-audit-logs/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-auth/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-auth-sms/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-backup-restore/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-backups/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-block-grid-card/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-block-iframe/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-block-list/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-block-markdown/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-block-multi-step-form/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-block-template/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-block-tree/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-block-tree/src/client/index</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-block-workbench/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-calendar/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-calendar/src/client/calendar/index</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-charts/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-charts/src/client/select/index</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-client/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-collection-fdw/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-collection-sql/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-collection-tree/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-comments/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-custom-variables/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-data-source-main/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-data-source-manager/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-data-source-manager/src/ai/ai-employees/orin/skills/data-modeling/SKILLS</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-data-source-manager/src/ai/skills/data-metadata/SKILLS</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-data-source-manager/src/ai/skills/data-query/SKILLS</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-data-source-manager/src/client-v2/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-data-visualization/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-data-visualization-echarts/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-departments/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-disable-pm-add/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-embed/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-environment-variables/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-error-handler/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-field-attachment-url/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-field-china-region/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-field-code/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-field-formula/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-field-formula/src/client/components/Formula/index</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-field-m2m-array/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-field-markdown-vditor/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-field-sequence/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-field-sort/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-file-manager/README</loc>
    <lastmod>2026-06-14T01:17:44+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-file-previewer-office/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-flow-engine/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-flow-engine/src/ai/ai-employees/nathan/prompt</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-flow-engine/src/ai/ai-employees/nathan/skills/frontend-developer/SKILLS</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-flow-engine/src/server/flow-surfaces/approval/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-flow-engine/src/server/flow-surfaces/approval/flow-model-plan</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-form-drafts/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-gantt/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-gantt/src/client/index</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-graph-collection-manager/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-hello/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-idp-oauth/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-kanban/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-kanban/src/client/board/index</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-kanban/src/client/index</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-license/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-locale-tester/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-localization/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-logger/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-map/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-map/docs/en-US/index</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-map/docs/en-US/installation</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-map/docs/en-US/usage</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-mcp-server/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-mobile/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-mobile/src/client/desktop-mode/index</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-mobile/src/client/dynamic-page</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-mobile/src/client/index</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-mobile/src/client/mobile/index</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-mobile/src/client/mobile-layout/index</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-mobile/src/client/mobile-layout/mobile-tab-bar/index</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-mobile/src/client/mobile-providers/index</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-mobile/src/client/pages/index</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-mobile-client/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-mobile-client/docs/en-US/index</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-mobile-client/docs/en-US/installation</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-mobile-client/docs/en-US/usage</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-mock-collections/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-multi-app-manager/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-multi-app-share-collection/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-multi-keyword-filter/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-notification-email/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-notification-in-app-message/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-notification-manager/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-notifications/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-public-forms/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-snapshot-field/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-system-settings/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-text-copy/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-theme-editor/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-ui-schema-storage/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-ui-templates/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-user-data-sync/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-users/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-users/client-v2-api</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-verification/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-workflow/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-workflow-action-trigger/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-workflow-aggregate/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-workflow-cc/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-workflow-custom-action-trigger/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-workflow-date-calculation/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-workflow-delay/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-workflow-dynamic-calculation/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-workflow-javascript/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-workflow-json-query/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-workflow-json-variable-mapping/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-workflow-loop/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-workflow-mailer/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-workflow-manual/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-workflow-notification/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-workflow-parallel/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-workflow-request/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-workflow-request-interceptor/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-workflow-response-message/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-workflow-sql/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-workflow-test/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase/plugin-workflow-variable/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase-example/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase-example/plugin-acl-allow/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase-example/plugin-acl-middleware/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase-example/plugin-action-group/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase-example/plugin-block-custom-resource/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase-example/plugin-block-filter-collection/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase-example/plugin-block-timeline/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase-example/plugin-collection-block/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase-example/plugin-custom-details-block/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase-example/plugin-custom-form-block/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase-example/plugin-custom-table-block/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase-example/plugin-custom-table-block-action-group/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase-example/plugin-custom-table-block-field/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase-example/plugin-custom-table-block-resource/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase-example/plugin-data-block/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase-example/plugin-field-simple/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase-example/plugin-nested-action/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase-example/plugin-nested-block/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase-example/plugin-settings-page/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase-example/plugin-simple-action/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase-example/plugin-simple-block/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/plugins/%40nocobase-example/plugin-simple-popup-action/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/nocobase/versions/2.1.4/pages/packages/presets/nocobase/README</loc>
    <lastmod>2026-06-14T01:17:45+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/zuul/versions/3.6.12/pages/README</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/README</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docker/README</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/advanced</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/agents</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/ai</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/aitrace</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/api</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/architecture</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/assertions</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/auth</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/basics</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/cliproxyapi/versions/7.1.75/pages/README</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/bdd</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/cliproxyapi/versions/7.1.75/pages/README_CN</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/best</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/cliproxyapi/versions/7.1.75/pages/README_JA</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/bootstrap</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/commands</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/cliproxyapi/versions/7.1.75/pages/docs/sdk-access</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/community-helpers</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/cliproxyapi/versions/7.1.75/pages/docs/sdk-access_CN</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/cliproxyapi/versions/7.1.75/pages/docs/sdk-advanced</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/configuration</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/cliproxyapi/versions/7.1.75/pages/docs/sdk-advanced_CN</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/continuous-integration</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/cliproxyapi/versions/7.1.75/pages/docs/sdk-usage</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/custom-helpers</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/cliproxyapi/versions/7.1.75/pages/docs/sdk-usage_CN</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/data</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/cliproxyapi/versions/7.1.75/pages/docs/sdk-watcher</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/debugging</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/cliproxyapi/versions/7.1.75/pages/docs/sdk-watcher_CN</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/cliproxyapi/versions/7.1.75/pages/examples/plugin/README</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/detox</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/cliproxyapi/versions/7.1.75/pages/examples/plugin/README_CN</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/docker</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/cliproxyapi/versions/7.1.75/pages/examples/plugin/codex-service-tier/README</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/effects</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/cliproxyapi/versions/7.1.75/pages/examples/plugin/frontend-auth-exclusive/README</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/element-based-testing</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/cliproxyapi/versions/7.1.75/pages/examples/plugin/host-model-callback/README</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/element-selection</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/cliproxyapi/versions/7.1.75/pages/examples/plugin/scheduler/README</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/els</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/cliproxyapi/versions/7.1.75/pages/examples/plugin/simple/README</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/environment-variables</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/cliproxyapi/versions/7.1.75/pages/examples/plugin/simple/README_CN</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/examples</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/heal</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/helpers/ApiDataFactory</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/helpers/Appium</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/helpers/Detox</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/helpers/ExpectHelper</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/helpers/FileSystem</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/helpers/GraphQL</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/helpers/GraphQLDataFactory</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/helpers/JSONResponse</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/helpers/MockRequest</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/helpers/Playwright</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/helpers/Puppeteer-firefox</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/helpers/Puppeteer</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/helpers/REST</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/helpers/WebDriver</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/hooks</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/index</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/installation</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/internal-test-server</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/locators</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/mcp</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/migrate-from-cypress</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/migrate-from-java</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/migrate-from-protractor</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/migrate-from-testcafe</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/migration-4</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/mobile</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/pageobjects</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/parallel</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/playwright</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/plugins/aiTrace</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/plugins/analyze</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/plugins/auth</loc>
    <lastmod>2026-06-14T02:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/plugins/autoDelay</loc>
    <lastmod>2026-06-14T02:17:05+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/plugins/browser</loc>
    <lastmod>2026-06-14T02:17:05+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/plugins/coverage</loc>
    <lastmod>2026-06-14T02:17:05+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/plugins/customLocator</loc>
    <lastmod>2026-06-14T02:17:05+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/plugins/customReporter</loc>
    <lastmod>2026-06-14T02:17:05+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/plugins/expose</loc>
    <lastmod>2026-06-14T02:17:05+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/plugins/heal</loc>
    <lastmod>2026-06-14T02:17:05+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/plugins/junitReporter</loc>
    <lastmod>2026-06-14T02:17:05+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/plugins/pageInfo</loc>
    <lastmod>2026-06-14T02:17:05+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/plugins/pause</loc>
    <lastmod>2026-06-14T02:17:05+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/plugins/pauseOnFail</loc>
    <lastmod>2026-06-14T02:17:05+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/plugins/retryFailedStep</loc>
    <lastmod>2026-06-14T02:17:05+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/plugins/screencast</loc>
    <lastmod>2026-06-14T02:17:05+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/plugins/screenshot</loc>
    <lastmod>2026-06-14T02:17:05+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/plugins/screenshotOnFail</loc>
    <lastmod>2026-06-14T02:17:05+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/plugins/stepTimeout</loc>
    <lastmod>2026-06-14T02:17:05+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/plugins</loc>
    <lastmod>2026-06-14T02:17:05+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/puppeteer</loc>
    <lastmod>2026-06-14T02:17:05+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/quickstart</loc>
    <lastmod>2026-06-14T02:17:05+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/reports</loc>
    <lastmod>2026-06-14T02:17:05+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/retry</loc>
    <lastmod>2026-06-14T02:17:05+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/secrets</loc>
    <lastmod>2026-06-14T02:17:05+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/sessions</loc>
    <lastmod>2026-06-14T02:17:05+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/shadow</loc>
    <lastmod>2026-06-14T02:17:05+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/store</loc>
    <lastmod>2026-06-14T02:17:05+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/test-structure</loc>
    <lastmod>2026-06-14T02:17:05+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/timeouts</loc>
    <lastmod>2026-06-14T02:17:05+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/translation</loc>
    <lastmod>2026-06-14T02:17:05+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/tutorial</loc>
    <lastmod>2026-06-14T02:17:05+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/typescript</loc>
    <lastmod>2026-06-14T02:17:05+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/web-element</loc>
    <lastmod>2026-06-14T02:17:05+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/webdriver</loc>
    <lastmod>2026-06-14T02:17:05+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/docs/within</loc>
    <lastmod>2026-06-14T02:17:05+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/codeceptjs/versions/4.0.7/pages/example-esm/README</loc>
    <lastmod>2026-06-14T02:17:05+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/rollup/versions/4.62.0/pages/ARCHITECTURE</loc>
    <lastmod>2026-06-14T02:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/rollup/versions/4.62.0/pages/CHANGELOG-0</loc>
    <lastmod>2026-06-14T02:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/rollup/versions/4.62.0/pages/CHANGELOG-1</loc>
    <lastmod>2026-06-14T02:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/rollup/versions/4.62.0/pages/CHANGELOG-2</loc>
    <lastmod>2026-06-14T02:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/rollup/versions/4.62.0/pages/CHANGELOG-3</loc>
    <lastmod>2026-06-14T02:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/rollup/versions/4.62.0/pages/LICENSE-CORE</loc>
    <lastmod>2026-06-14T02:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/rollup/versions/4.62.0/pages/README</loc>
    <lastmod>2026-06-14T02:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/rollup/versions/4.62.0/pages/cli/help</loc>
    <lastmod>2026-06-14T02:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/rollup/versions/4.62.0/pages/docs/browser/index</loc>
    <lastmod>2026-06-14T02:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/rollup/versions/4.62.0/pages/docs/command-line-interface/index</loc>
    <lastmod>2026-06-14T02:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/rollup/versions/4.62.0/pages/docs/configuration-options/index</loc>
    <lastmod>2026-06-14T02:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/rollup/versions/4.62.0/pages/docs/es-module-syntax/index</loc>
    <lastmod>2026-06-14T02:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/rollup/versions/4.62.0/pages/docs/faqs/index</loc>
    <lastmod>2026-06-14T02:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/rollup/versions/4.62.0/pages/docs/guide/en/index</loc>
    <lastmod>2026-06-14T02:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/rollup/versions/4.62.0/pages/docs/guide/en</loc>
    <lastmod>2026-06-14T02:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/rollup/versions/4.62.0/pages/docs/introduction/index</loc>
    <lastmod>2026-06-14T02:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/rollup/versions/4.62.0/pages/docs/javascript-api/index</loc>
    <lastmod>2026-06-14T02:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/rollup/versions/4.62.0/pages/docs/migration/index</loc>
    <lastmod>2026-06-14T02:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/rollup/versions/4.62.0/pages/docs/plugin-development/index</loc>
    <lastmod>2026-06-14T02:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/rollup/versions/4.62.0/pages/docs/repl/index</loc>
    <lastmod>2026-06-14T02:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/rollup/versions/4.62.0/pages/docs/tools/index</loc>
    <lastmod>2026-06-14T02:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/rollup/versions/4.62.0/pages/docs/troubleshooting/index</loc>
    <lastmod>2026-06-14T02:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/rollup/versions/4.62.0/pages/docs/tutorial/index</loc>
    <lastmod>2026-06-14T02:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/rollup/versions/4.62.0/pages/npm/android-arm-eabi/README</loc>
    <lastmod>2026-06-14T02:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/rollup/versions/4.62.0/pages/npm/android-arm64/README</loc>
    <lastmod>2026-06-14T02:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/rollup/versions/4.62.0/pages/npm/darwin-arm64/README</loc>
    <lastmod>2026-06-14T02:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/rollup/versions/4.62.0/pages/npm/darwin-x64/README</loc>
    <lastmod>2026-06-14T02:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/rollup/versions/4.62.0/pages/npm/freebsd-arm64/README</loc>
    <lastmod>2026-06-14T02:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/rollup/versions/4.62.0/pages/npm/freebsd-x64/README</loc>
    <lastmod>2026-06-14T02:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/rollup/versions/4.62.0/pages/npm/linux-arm-gnueabihf/README</loc>
    <lastmod>2026-06-14T02:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/rollup/versions/4.62.0/pages/npm/linux-arm-musleabihf/README</loc>
    <lastmod>2026-06-14T02:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/rollup/versions/4.62.0/pages/npm/linux-arm64-gnu/README</loc>
    <lastmod>2026-06-14T02:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/rollup/versions/4.62.0/pages/npm/linux-arm64-musl/README</loc>
    <lastmod>2026-06-14T02:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/rollup/versions/4.62.0/pages/npm/linux-loong64-gnu/README</loc>
    <lastmod>2026-06-14T02:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/rollup/versions/4.62.0/pages/npm/linux-loong64-musl/README</loc>
    <lastmod>2026-06-14T02:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/rollup/versions/4.62.0/pages/npm/linux-ppc64-gnu/README</loc>
    <lastmod>2026-06-14T02:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/rollup/versions/4.62.0/pages/npm/linux-ppc64-musl/README</loc>
    <lastmod>2026-06-14T02:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/rollup/versions/4.62.0/pages/npm/linux-riscv64-gnu/README</loc>
    <lastmod>2026-06-14T02:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/rollup/versions/4.62.0/pages/npm/linux-riscv64-musl/README</loc>
    <lastmod>2026-06-14T02:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/rollup/versions/4.62.0/pages/npm/linux-s390x-gnu/README</loc>
    <lastmod>2026-06-14T02:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/rollup/versions/4.62.0/pages/npm/linux-x64-gnu/README</loc>
    <lastmod>2026-06-14T02:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/rollup/versions/4.62.0/pages/npm/linux-x64-musl/README</loc>
    <lastmod>2026-06-14T02:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/rollup/versions/4.62.0/pages/npm/openbsd-x64/README</loc>
    <lastmod>2026-06-14T02:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/rollup/versions/4.62.0/pages/npm/openharmony-arm64/README</loc>
    <lastmod>2026-06-14T02:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/rollup/versions/4.62.0/pages/npm/win32-arm64-msvc/README</loc>
    <lastmod>2026-06-14T02:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/rollup/versions/4.62.0/pages/npm/win32-ia32-msvc/README</loc>
    <lastmod>2026-06-14T02:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/rollup/versions/4.62.0/pages/npm/win32-x64-gnu/README</loc>
    <lastmod>2026-06-14T02:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/rollup/versions/4.62.0/pages/npm/win32-x64-msvc/README</loc>
    <lastmod>2026-06-14T02:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/.ai/skills/add-or-fix-type-checking/SKILL</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/ISSUES</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/MIGRATION_GUIDE_V5</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/README</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/awesome-transformers</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/benchmark/README</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/benchmark_v2/README</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docker/README</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/README</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/TRANSLATING</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/accelerate</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/accelerator_selection</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/add_audio_processing_components</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/add_new_model</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/add_new_pipeline</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/add_vision_processing_components</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/assisted_decoding</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/attention_interface</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/auto_docstring</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/backbones</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/cache_explanation</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/chat_content_patterns</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/chat_extras</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/chat_response_parsing</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/chat_templating</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/chat_templating_multimodal</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/chat_templating_writing</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/community</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/community_integrations/axolotl</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/community_integrations/candle</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/community_integrations/executorch</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/community_integrations/llama_cpp</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/community_integrations/mlx</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/community_integrations/nanotron</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/community_integrations/nemo_automodel_finetuning</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/community_integrations/nemo_automodel_pretraining</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/community_integrations/sglang</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/community_integrations/tensorrt-llm</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/community_integrations/torchtitan</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/community_integrations/transformers_as_backend</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/community_integrations/trl</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/community_integrations/unsloth</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/community_integrations/vllm</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/continuous_batching</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/continuous_batching_architecture</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/conversations</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/custom_models</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/custom_tokenizers</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/data_collators</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/debugging</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/deepspeed</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/deepspeed_alst</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/expert_parallelism</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/experts_interface</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/fast_tokenizers</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/feature_extractors</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/fsdp</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/fusion_mapping</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/generation_features</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/generation_strategies</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/gguf</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/glossary</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/grad_accumulation</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/grad_checkpointing</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/how_to_hack_models</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/hpo_train</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/image_processors</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/index</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/installation</loc>
    <lastmod>2026-06-14T02:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/internal/audio_utils</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/internal/file_utils</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/internal/generation_utils</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/internal/image_processing_utils</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/internal/import_utils</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/internal/model_debugging_utils</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/internal/modeling_utils</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/internal/pipelines_utils</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/internal/rope_utils</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/internal/time_series_utils</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/internal/tokenization_utils</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/internal/trainer_utils</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/kernel_doc/loading_kernels</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/kernel_doc/overview</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/kernels</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/kv_cache</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/llm_tutorial</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/llm_tutorial_optimization</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/main_classes/backbones</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/main_classes/callback</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/main_classes/configuration</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/main_classes/continuous_batching</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/main_classes/data_collator</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/main_classes/deepspeed</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/main_classes/executorch</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/main_classes/feature_extractor</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/main_classes/image_processor</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/main_classes/kernels</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/main_classes/logging</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/main_classes/model</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/main_classes/optimizer_schedules</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/main_classes/output</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/main_classes/peft</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/main_classes/pipelines</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/main_classes/processors</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/main_classes/quantization</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/main_classes/text_generation</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/main_classes/tokenizer</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/main_classes/trainer</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/main_classes/video_processor</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/mixed_precision_training</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/afmoe</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/aimv2</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/albert</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/align</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/altclip</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/apertus</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/arcee</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/aria</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/audio-spectrogram-transformer</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/audioflamingo3</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/auto</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/autoformer</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/aya_vision</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/bamba</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/bark</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/bart</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/barthez</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/bartpho</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/beit</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/bert-generation</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/bert-japanese</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/bert</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/bertweet</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/big_bird</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/bigbird_pegasus</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/biogpt</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/bit</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/bitnet</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/blenderbot-small</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/blenderbot</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/blip-2</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/blip</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/bloom</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/blt</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/bridgetower</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/bros</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/byt5</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/camembert</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/canine</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/chameleon</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/chinese_clip</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/chmv2</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/clap</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/clip</loc>
    <lastmod>2026-06-14T02:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/clipseg</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/clvp</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/code_llama</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/codegen</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/cohere</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/cohere2</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/cohere2_moe</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/cohere2_vision</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/cohere_asr</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/colmodernvbert</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/colpali</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/colqwen2</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/conditional_detr</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/convbert</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/convnext</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/convnextv2</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/cosmos3_omni</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/cpm</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/cpmant</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/csm</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/ctrl</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/cvt</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/cwm</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/d_fine</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/dab-detr</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/dac</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/data2vec</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/dbrx</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/deberta-v2</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/deberta</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/decision_transformer</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/deepseek_ocr2</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/deepseek_v2</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/deepseek_v3</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/deepseek_v32</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/deepseek_v4</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/deepseek_vl</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/deepseek_vl_hybrid</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/deformable_detr</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/deimv2</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/deit</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/deplot</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/depth_anything</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/depth_anything_v2</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/depth_pro</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/detr</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/dia</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/dialogpt</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/diffllama</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/diffusion_gemma</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/dinat</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/dinov2</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/dinov2_with_registers</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/dinov3</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/distilbert</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/dit</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/doge</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/donut</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/dots1</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/dpr</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/dpt</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/edgetam</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/edgetam_video</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/efficientloftr</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/efficientnet</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/electra</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/emu3</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/encodec</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/encoder-decoder</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/eomt</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/eomt_dinov3</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/ernie</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/ernie4_5</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/ernie4_5_moe</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/ernie4_5_vl_moe</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/esm</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/eurobert</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/evolla</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/exaone4</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/exaone4_5</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/exaone_moe</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/falcon</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/falcon3</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/falcon_h1</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/falcon_mamba</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/fast_vlm</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/fastspeech2_conformer</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/flan-t5</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/flan-ul2</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/flaubert</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/flava</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/flex_olmo</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/florence2</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/fnet</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/focalnet</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/fsmt</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/funnel</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/fuyu</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/gemma</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/gemma2</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/gemma3</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/gemma3n</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/gemma4</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/gemma4_assistant</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/gemma4_unified</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/gemma4_unified_assistant</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/git</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/glm</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/glm4</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/glm46v</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/glm4_moe</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/glm4_moe_lite</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/glm4v</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/glm4v_moe</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/glm_image</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/glm_moe_dsa</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/glm_ocr</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/glmasr</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/glmga</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/glpn</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/got_ocr2</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/gpt-sw3</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/gpt2</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/gpt_bigcode</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/gpt_neo</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/gpt_neox</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/gpt_neox_japanese</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/gpt_oss</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/gptj</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/granite</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/granite4_vision</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/granite_speech</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/granite_speech_plus</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/granitemoe</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/granitemoehybrid</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/granitemoeshared</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/granitevision</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/grounding-dino</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/groupvit</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/helium</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/herbert</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/hgnet_v2</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/hiera</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/higgs_audio_v2</loc>
    <lastmod>2026-06-14T02:17:19+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/higgs_audio_v2_tokenizer</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/hrm_text</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/hubert</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/hunyuan_v1_dense</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/hunyuan_v1_moe</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/hy_v3</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/hyperclovax</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/ibert</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/idefics</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/idefics2</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/idefics3</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/ijepa</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/imagegpt</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/informer</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/instructblip</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/instructblipvideo</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/internvl</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/jais2</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/jamba</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/janus</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/jetmoe</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/jina_embeddings_v3</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/kosmos-2</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/kosmos2_5</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/kyutai_speech_to_text</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/laguna</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/lasr</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/layoutlm</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/layoutlmv2</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/layoutlmv3</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/layoutxlm</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/led</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/levit</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/lfm2</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/lfm2_moe</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/lfm2_vl</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/lightglue</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/lighton_ocr</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/lilt</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/llama</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/llama2</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/llama3</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/llama4</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/llava</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/llava_next</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/llava_next_video</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/llava_onevision</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/longcat_flash</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/longformer</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/longt5</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/luke</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/lw_detr</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/lxmert</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/m2m_100</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/madlad-400</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/mamba</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/mamba2</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/marian</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/markuplm</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/mask2former</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/maskformer</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/matcha</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/mbart</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/megatron-bert</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/megatron_gpt2</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/mellum</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/metaclip_2</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/mgp-str</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/mimi</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/minicpmv4_6</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/minimax</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/minimax_m2</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/minimax_m3_vl</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/ministral</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/ministral3</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/mistral</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/mistral3</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/mistral4</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/mixtral</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/mlcd</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/mllama</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/mluke</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/mm-grounding-dino</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/mms</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/mobilebert</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/mobilenet_v1</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/mobilenet_v2</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/mobilevit</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/mobilevitv2</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/modernbert-decoder</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/modernbert</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/modernvbert</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/moonshine</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/moonshine_streaming</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/moshi</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/mpnet</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/mpt</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/mra</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/mt5</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/musicflamingo</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/musicgen</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/musicgen_melody</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/mvp</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/myt5</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/nanochat</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/nemotron</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/nemotron_h</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/nllb-moe</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/nllb</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/nomic_bert</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/nougat</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/nystromformer</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/olmo</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/olmo2</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/olmo3</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/olmo_hybrid</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/olmoe</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/omdet-turbo</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/oneformer</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/openai-gpt</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/openai_privacy_filter</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/opt</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/ovis2</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/owlv2</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/owlvit</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/paddleocr_vl</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/paligemma</loc>
    <lastmod>2026-06-14T02:17:20+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/parakeet</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/patchtsmixer</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/patchtst</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/pe_audio</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/pe_audio_video</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/pe_video</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/pegasus</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/pegasus_x</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/perceiver</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/perception_lm</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/persimmon</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/phi</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/phi3</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/phi4_multimodal</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/phimoe</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/phobert</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/pi0</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/pix2struct</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/pixio</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/pixtral</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/plbart</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/poolformer</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/pop2piano</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/pp_chart2table</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/pp_doclayout_v2</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/pp_doclayout_v3</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/pp_formulanet</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/pp_lcnet</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/pp_lcnet_v3</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/pp_lcnet_v4</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/pp_ocrv5_mobile_det</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/pp_ocrv5_mobile_rec</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/pp_ocrv5_server_det</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/pp_ocrv5_server_rec</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/pp_ocrv6_medium_det</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/pp_ocrv6_small_det</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/pp_ocrv6_small_rec</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/pp_ocrv6_tiny_rec</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/prompt_depth_anything</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/prophetnet</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/pvt</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/pvt_v2</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/qianfan_ocr</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/qwen2</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/qwen2_5_omni</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/qwen2_5_vl</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/qwen2_audio</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/qwen2_moe</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/qwen2_vl</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/qwen3</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/qwen3_5</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/qwen3_5_moe</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/qwen3_moe</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/qwen3_next</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/qwen3_omni_moe</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/qwen3_vl</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/qwen3_vl_moe</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/rag</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/recurrent_gemma</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/reformer</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/regnet</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/rembert</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/resnet</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/rf_detr</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/roberta-prelayernorm</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/roberta</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/roc_bert</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/roformer</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/rt_detr</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/rt_detr_v2</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/rwkv</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/sam</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/sam2</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/sam2_video</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/sam3</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/sam3_lite_text</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/sam3_tracker</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/sam3_tracker_video</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/sam3_video</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/sam_hq</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/sapiens2</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/seamless_m4t</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/seamless_m4t_v2</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/seed_oss</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/segformer</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/seggpt</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/sew-d</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/sew</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/shieldgemma2</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/siglip</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/siglip2</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/slanet</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/slanext</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/smollm3</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/smolvlm</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/solar_open</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/speech-encoder-decoder</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/speech_to_text</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/speecht5</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/splinter</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/squeezebert</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/stablelm</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/starcoder2</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/superglue</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/superpoint</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/swiftformer</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/swin</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/swin2sr</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/swinv2</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/switch_transformers</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/t5</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/t5gemma</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/t5gemma2</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/t5v1.1</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/table-transformer</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/tapas</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/textnet</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/time_series_transformer</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/timesfm</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/timesfm2_5</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/timesformer</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/timm_wrapper</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/trocr</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/tvp</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/udop</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/ul2</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/umt5</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/unispeech-sat</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/unispeech</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/univnet</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/upernet</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/uvdoc</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/vaultgemma</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/vibevoice_acoustic_tokenizer</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/vibevoice_asr</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/video_llama_3</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/video_llava</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/videomae</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/videomt</loc>
    <lastmod>2026-06-14T02:17:21+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/vilt</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/vipllava</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/vision-encoder-decoder</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/vision-text-dual-encoder</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/visual_bert</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/vit</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/vit_mae</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/vit_msn</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/vitdet</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/vitmatte</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/vitpose</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/vits</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/vivit</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/vjepa2</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/voxtral</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/voxtral_realtime</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/wav2vec2-bert</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/wav2vec2-conformer</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/wav2vec2</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/wav2vec2_phoneme</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/wavlm</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/whisper</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/xclip</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/xcodec</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/xglm</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/xlm-roberta-xl</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/xlm-roberta</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/xlm-v</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/xlm</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/xlnet</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/xls_r</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/xlsr_wav2vec2</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/xlstm</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/xmod</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/yolos</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/yoso</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/youtu</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/zamba</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/zamba2</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_doc/zoedepth</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_memory_anatomy</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_output_tracing</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/model_sharing</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/modeling_rules</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/models</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/models_timeline</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/modular_transformers</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/monkey_patching</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/multimodal_processing</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/notebooks</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/optimization_overview</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/optimizers</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/padding_free</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/paged_attention</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/peft</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/perf_hardware</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/perf_infer_gpu_multi</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/perf_torch_compile</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/perf_train_cpu</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/perf_train_gaudi</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/perf_train_gpu_many</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/perf_train_special</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/perplexity</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/philosophy</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/pipeline_gradio</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/pipeline_tutorial</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/pipeline_webserver</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/pr_checks</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/processors</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/quantization/aqlm</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/quantization/auto_round</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/quantization/awq</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/quantization/bitnet</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/quantization/bitsandbytes</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/quantization/compressed_tensors</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/quantization/concept_guide</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/quantization/contribute</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/quantization/eetq</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/quantization/fbgemm_fp8</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/quantization/finegrained_fp8</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/quantization/fouroversix</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/quantization/fp_quant</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/quantization/gptq</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/quantization/higgs</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/quantization/hqq</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/quantization/metal</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/quantization/mxfp4</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/quantization/optimum</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/quantization/overview</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/quantization/quanto</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/quantization/quark</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/quantization/selecting</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/quantization/sinq</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/quantization/spqr</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/quantization/torchao</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/quantization/vptq</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/quicktour</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/reference/environment_variables</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/run_scripts</loc>
    <lastmod>2026-06-14T02:17:22+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/serialization</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/serve-cli/cursor</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/serve-cli/jan</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/serve-cli/openweb_ui</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/serve-cli/serving</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/serve-cli/serving_optims</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/serve-cli/tiny_agents</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/tasks/any_to_any</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/tasks/asr</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/tasks/audio_classification</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/tasks/audio_text_to_text</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/tasks/document_question_answering</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/tasks/idefics</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/tasks/image_captioning</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/tasks/image_classification</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/tasks/image_feature_extraction</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/tasks/image_text_to_text</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/tasks/instance_segmentation</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/tasks/keypoint_detection</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/tasks/keypoint_matching</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/tasks/knowledge_distillation_for_image_classification</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/tasks/language_modeling</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/tasks/mask_generation</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/tasks/masked_language_modeling</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/tasks/monocular_depth_estimation</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/tasks/multiple_choice</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/tasks/object_detection</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/tasks/prompting</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/tasks/question_answering</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/tasks/semantic_segmentation</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/tasks/sequence_classification</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/tasks/summarization</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/tasks/text-to-speech</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/tasks/token_classification</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/tasks/training_vision_backbone</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/tasks/translation</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/tasks/video_classification</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/tasks/video_text_to_text</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/tasks/visual_document_retrieval</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/tasks/visual_question_answering</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/tasks/zero_shot_image_classification</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/tasks/zero_shot_object_detection</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/tensor_parallelism</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/testing</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/tokenizer_summary</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/torch_compile</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/trainer</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/trainer_callbacks</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/trainer_customize</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/trainer_recipes</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/training</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/troubleshooting</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/video_processors</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/docs/source/en/weightconverter</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/examples/README</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/examples/modular-transformers/README</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/examples/pytorch/README</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/examples/pytorch/audio-classification/README</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/examples/pytorch/contrastive-image-text/README</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/examples/pytorch/image-classification/README</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/examples/pytorch/image-pretraining/README</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/examples/pytorch/instance-segmentation/README</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/examples/pytorch/language-modeling/README</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/examples/pytorch/multiple-choice/README</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/examples/pytorch/object-detection/README</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/examples/pytorch/question-answering/README</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/examples/pytorch/semantic-segmentation/README</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/examples/pytorch/speech-pretraining/README</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/examples/pytorch/speech-recognition/README</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/examples/pytorch/summarization/README</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/examples/pytorch/text-classification/README</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/examples/pytorch/text-generation/README</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/examples/pytorch/token-classification/README</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/examples/pytorch/translation/README</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/examples/research_projects/README</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/examples/scheduler/README</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/notebooks/README</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/huggingface-transformers/versions/5.12.0/pages/src/transformers/models/gpt2/CONVERSION</loc>
    <lastmod>2026-06-14T02:17:26+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/langbot/versions/4.10.2/pages/CLA</loc>
    <lastmod>2026-06-14T03:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/langbot/versions/4.10.2/pages/README</loc>
    <lastmod>2026-06-14T03:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/langbot/versions/4.10.2/pages/README_CN</loc>
    <lastmod>2026-06-14T03:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/langbot/versions/4.10.2/pages/README_ES</loc>
    <lastmod>2026-06-14T03:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/langbot/versions/4.10.2/pages/README_FR</loc>
    <lastmod>2026-06-14T03:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/langbot/versions/4.10.2/pages/README_JP</loc>
    <lastmod>2026-06-14T03:17:04+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/langbot/versions/4.10.2/pages/README_KO</loc>
    <lastmod>2026-06-14T03:17:05+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/langbot/versions/4.10.2/pages/README_RU</loc>
    <lastmod>2026-06-14T03:17:05+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/langbot/versions/4.10.2/pages/README_TW</loc>
    <lastmod>2026-06-14T03:17:05+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/langbot/versions/4.10.2/pages/README_VI</loc>
    <lastmod>2026-06-14T03:17:05+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/langbot/versions/4.10.2/pages/docs/API_KEY_AUTH</loc>
    <lastmod>2026-06-14T03:17:05+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/langbot/versions/4.10.2/pages/docs/MIGRATION_SUMMARY</loc>
    <lastmod>2026-06-14T03:17:05+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/langbot/versions/4.10.2/pages/docs/PYPI_INSTALLATION</loc>
    <lastmod>2026-06-14T03:17:05+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/langbot/versions/4.10.2/pages/docs/SEEKDB_INTEGRATION</loc>
    <lastmod>2026-06-14T03:17:05+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/langbot/versions/4.10.2/pages/docs/TESTING_SUMMARY</loc>
    <lastmod>2026-06-14T03:17:05+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/langbot/versions/4.10.2/pages/docs/WEBSOCKET_README</loc>
    <lastmod>2026-06-14T03:17:05+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/langbot/versions/4.10.2/pages/docs/review/box-architecture</loc>
    <lastmod>2026-06-14T03:17:05+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/langbot/versions/4.10.2/pages/docs/review/box-issues</loc>
    <lastmod>2026-06-14T03:17:05+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/langbot/versions/4.10.2/pages/docs/review/box-session-scope</loc>
    <lastmod>2026-06-14T03:17:05+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/langbot/versions/4.10.2/pages/docs/review/box-test-coverage</loc>
    <lastmod>2026-06-14T03:17:05+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/langbot/versions/4.10.2/pages/docs/review/box-tob-analysis</loc>
    <lastmod>2026-06-14T03:17:05+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/langbot/versions/4.10.2/pages/docs/review/box-vs-plugin-runtime</loc>
    <lastmod>2026-06-14T03:17:05+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/langbot/versions/4.10.2/pages/src/langbot/libs/README</loc>
    <lastmod>2026-06-14T03:17:05+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/langbot/versions/4.10.2/pages/src/langbot/libs/dify_service_api/README</loc>
    <lastmod>2026-06-14T03:17:05+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/langbot/versions/4.10.2/pages/src/langbot/libs/wechatpad_api/README</loc>
    <lastmod>2026-06-14T03:17:05+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/langbot/versions/4.10.2/pages/src/langbot/pkg/persistence/migrations/README</loc>
    <lastmod>2026-06-14T03:17:05+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/langbot/versions/4.10.2/pages/test-embed</loc>
    <lastmod>2026-06-14T03:17:05+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/langbot/versions/4.10.2/pages/web/README</loc>
    <lastmod>2026-06-14T03:17:05+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/langbot/versions/4.10.2/pages/web/src/app/infra/http/README</loc>
    <lastmod>2026-06-14T03:17:05+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/.aider</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/.tg-docs/INDEX</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/Examples/README</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/Examples/UICatalog/README</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/README</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/Scripts/DocSnippetValidator/README</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/Scripts/README</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/Scripts/tuirec/README</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/Scripts/tuirec/hero-gif</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/Terminal.Gui/README</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/Terminal.Gui/Views/CharMap/CharMap.Refactoring</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/ai-v2-primer</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/README</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/apispec/namespace-app</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/apispec/namespace-configuration</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/apispec/namespace-drawing</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/apispec/namespace-drivers</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/apispec/namespace-editor-completion</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/apispec/namespace-editor-document-folding</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/apispec/namespace-editor-document-search</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/apispec/namespace-editor-document-utils</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/apispec/namespace-editor-document</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/apispec/namespace-editor-highlighting-xshd</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/apispec/namespace-editor-highlighting</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/apispec/namespace-editor-indentation</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/apispec/namespace-editor-rendering</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/apispec/namespace-editor</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/README</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/apispec/namespace-fileservices</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/apispec/namespace-input</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/00_quickstart/README</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/apispec/namespace-text</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/00_quickstart/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/apispec/namespace-viewbase</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/apispec/namespace-views</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/01_demo/README</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/docs/Popovers</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/01_demo/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/docs/View</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/02_agents/01_quickstart/README</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/02_agents/01_quickstart/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/02_agents/02_input_output/README</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/docs/ansihandling</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/02_agents/02_input_output/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/02_agents/03_context_management/README</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/docs/application</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/02_agents/03_context_management/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/02_agents/04_tools/README</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/docs/arrangement</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/02_agents/04_tools/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/docs/borders</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/02_agents/05_state_and_session/README</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/02_agents/05_state_and_session/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/docs/bracketed-paste</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/02_agents/06_memory_and_learning/README</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/docs/cancellable-work-pattern</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/02_agents/06_memory_and_learning/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/02_agents/07_knowledge/README</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/docs/command-diagrams</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/02_agents/07_knowledge/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/02_agents/08_guardrails/README</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/docs/command</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/02_agents/08_guardrails/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/02_agents/09_hooks/README</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/02_agents/09_hooks/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/docs/config</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/02_agents/10_human_in_the_loop/README</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/02_agents/10_human_in_the_loop/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/docs/cursor</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/02_agents/11_approvals/README</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/02_agents/11_approvals/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/docs/dimauto</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/02_agents/12_multimodal/README</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/docs/drawing</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/02_agents/12_multimodal/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/02_agents/13_reasoning/README</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/docs/drivers</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/02_agents/13_reasoning/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/02_agents/14_advanced/README</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/docs/events</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/02_agents/14_advanced/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/02_agents/14_advanced/interchange_model/README</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/docs/getting-started</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/docs/index</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/02_agents/15_dependencies/README</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/02_agents/15_dependencies/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/docs/input-injection</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/02_agents/16_skills/README</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/02_agents/16_skills/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/docs/keyboard</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/02_agents/16_skills/sample_skills/code-review/SKILL</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/02_agents/16_skills/sample_skills/code-review/references/style-guide</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/02_agents/16_skills/sample_skills/git-workflow/SKILL</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/docs/layout</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/02_agents/16_skills/sample_skills/git-workflow/references/commit-types</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/docs/lexicon</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/02_agents/README</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/docs/logging</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/02_agents/TEST_PROMPT</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/docs/menus</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/03_teams/01_quickstart/README</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/03_teams/01_quickstart/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/docs/migratingfromv1</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/03_teams/02_modes/README</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/docs/mouse</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/03_teams/02_modes/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/docs/multitasking</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/docs/navigation</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/03_teams/02_modes/broadcast/README</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/03_teams/02_modes/broadcast/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/03_teams/02_modes/coordinate/README</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/docs/newinv2</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/03_teams/02_modes/coordinate/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/03_teams/02_modes/route/README</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/03_teams/02_modes/route/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/docs/prompt</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/03_teams/02_modes/tasks/README</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/03_teams/02_modes/tasks/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/docs/scheme</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/03_teams/03_tools/README</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/docs/scrolling</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/03_teams/03_tools/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/docs/shortcut</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/03_teams/04_structured_input_output/README</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/03_teams/04_structured_input_output/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/docs/showcase</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/docs/tableview</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/docs/treeview</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/03_teams/05_knowledge/README</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/03_teams/05_knowledge/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/docs/views</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/03_teams/06_memory/README</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/includes/arrangement-lexicon</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/03_teams/06_memory/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/includes/config-lexicon</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/includes/drawing-lexicon</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/includes/events-lexicon</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/03_teams/07_session/README</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/includes/home-content</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/includes/layout-lexicon</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/03_teams/07_session/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/includes/navigation-lexicon</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/includes/scheme-overview</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/includes/scrolling-lexicon</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/includes/view-composition</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/03_teams/08_streaming/README</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/docfx/index</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/03_teams/08_streaming/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/terminal-gui/versions/2.4.6/pages/pull_request_template</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/03_teams/09_context_management/README</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/03_teams/09_context_management/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/03_teams/10_context_compression/README</loc>
    <lastmod>2026-06-14T03:17:06+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/03_teams/10_context_compression/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/03_teams/11_reasoning/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/03_teams/11_reasoning/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/03_teams/12_learning/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/03_teams/12_learning/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/03_teams/13_hooks/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/03_teams/13_hooks/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/03_teams/14_run_control/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/03_teams/14_run_control/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/03_teams/15_distributed_rag/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/03_teams/15_distributed_rag/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/03_teams/16_search_coordination/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/03_teams/16_search_coordination/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/03_teams/17_dependencies/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/03_teams/17_dependencies/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/03_teams/18_guardrails/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/03_teams/18_guardrails/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/03_teams/19_multimodal/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/03_teams/19_multimodal/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/03_teams/20_human_in_the_loop/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/03_teams/20_human_in_the_loop/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/03_teams/21_state/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/03_teams/21_state/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/03_teams/22_metrics/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/03_teams/22_metrics/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/03_teams/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/03_teams/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/03_teams/TEST_PROMPT</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/04_workflows/01_basic_workflows/01_sequence_of_steps/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/04_workflows/01_basic_workflows/01_sequence_of_steps/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/04_workflows/01_basic_workflows/02_step_with_function/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/04_workflows/01_basic_workflows/02_step_with_function/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/04_workflows/01_basic_workflows/03_function_workflows/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/04_workflows/01_basic_workflows/03_function_workflows/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/04_workflows/01_basic_workflows/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/04_workflows/01_basic_workflows/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/04_workflows/02_conditional_execution/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/04_workflows/02_conditional_execution/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/04_workflows/03_loop_execution/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/04_workflows/03_loop_execution/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/04_workflows/04_parallel_execution/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/04_workflows/04_parallel_execution/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/04_workflows/05_conditional_branching/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/04_workflows/05_conditional_branching/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/04_workflows/06_advanced_concepts/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/04_workflows/06_advanced_concepts/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/04_workflows/06_advanced_concepts/background_execution/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/04_workflows/06_advanced_concepts/background_execution/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/04_workflows/06_advanced_concepts/early_stopping/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/04_workflows/06_advanced_concepts/early_stopping/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/04_workflows/06_advanced_concepts/guardrails/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/04_workflows/06_advanced_concepts/guardrails/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/04_workflows/06_advanced_concepts/history/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/04_workflows/06_advanced_concepts/history/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/04_workflows/06_advanced_concepts/long_running/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/04_workflows/06_advanced_concepts/long_running/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/04_workflows/06_advanced_concepts/previous_step_outputs/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/04_workflows/06_advanced_concepts/previous_step_outputs/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/04_workflows/06_advanced_concepts/run_control/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/04_workflows/06_advanced_concepts/run_control/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/04_workflows/06_advanced_concepts/run_params/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/04_workflows/06_advanced_concepts/session_state/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/04_workflows/06_advanced_concepts/session_state/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/04_workflows/06_advanced_concepts/structured_io/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/04_workflows/06_advanced_concepts/structured_io/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/04_workflows/06_advanced_concepts/tools/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/04_workflows/06_advanced_concepts/tools/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/04_workflows/06_advanced_concepts/workflow_agent/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/04_workflows/06_advanced_concepts/workflow_agent/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/04_workflows/07_cel_expressions/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/04_workflows/07_cel_expressions/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/04_workflows/07_cel_expressions/condition/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/04_workflows/07_cel_expressions/condition/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/04_workflows/07_cel_expressions/loop/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/04_workflows/07_cel_expressions/loop/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/04_workflows/07_cel_expressions/router/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/04_workflows/07_cel_expressions/router/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/04_workflows/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/04_workflows/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/04_workflows/TEST_PROMPT</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/04_workflows/assets/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/TEST_PROMPT</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/advanced_demo/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/advanced_demo/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/background_tasks/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/background_tasks/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/client/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/client/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/client_a2a/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/client_a2a/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/client_a2a/servers/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/client_a2a/servers/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/customize/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/customize/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/dbs/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/dbs/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/dbs/surreal_db/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/dbs/surreal_db/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/factories/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/factories/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/human_in_the_loop/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/integrations/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/integrations/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/interfaces/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/interfaces/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/interfaces/a2a/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/interfaces/a2a/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/interfaces/a2a/basic_agent/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/interfaces/a2a/basic_agent/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/interfaces/a2a/multi_agent_a2a/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/interfaces/a2a/multi_agent_a2a/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/interfaces/agui/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/interfaces/agui/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/interfaces/discord/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/interfaces/discord/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/interfaces/slack/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/interfaces/slack/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/interfaces/telegram/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/interfaces/whatsapp/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/interfaces/whatsapp/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/knowledge/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/knowledge/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/learnings/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/learnings/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/mcp_demo/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/mcp_demo/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/mcp_demo/dynamic_headers/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/mcp_demo/dynamic_headers/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/middleware/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/middleware/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/os_config/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/os_config/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/rbac/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/rbac/asymmetric/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/rbac/asymmetric/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/rbac/symmetric/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/rbac/symmetric/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/remote/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/remote/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/scheduler/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/scheduler/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/schemas/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/schemas/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/skills/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/skills/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/skills/sample_skills/system-info/SKILL</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/skills/sample_skills/system-info/scripts/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/skills/sample_skills/system-info/scripts/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/tracing/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/tracing/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/tracing/dbs/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/tracing/dbs/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/workflow/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/05_agent_os/workflow/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/06_storage/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/06_storage/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/06_storage/TEST_PROMPT</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/06_storage/dynamodb/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/06_storage/dynamodb/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/06_storage/examples/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/06_storage/examples/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/06_storage/firestore/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/06_storage/firestore/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/06_storage/gcs/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/06_storage/gcs/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/06_storage/in_memory/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/06_storage/in_memory/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/06_storage/json_db/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/06_storage/json_db/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/06_storage/mongo/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/06_storage/mongo/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/06_storage/mongo/async_mongo/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/06_storage/mongo/async_mongo/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/06_storage/mysql/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/06_storage/mysql/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/06_storage/mysql/async_mysql/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/06_storage/mysql/async_mysql/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/06_storage/postgres/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/06_storage/postgres/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/06_storage/postgres/async_postgres/README</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/06_storage/postgres/async_postgres/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:07+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/06_storage/redis/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/06_storage/redis/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/06_storage/singlestore/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/06_storage/singlestore/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/06_storage/sqlite/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/06_storage/sqlite/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/06_storage/sqlite/async_sqlite/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/06_storage/sqlite/async_sqlite/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/06_storage/surrealdb/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/06_storage/surrealdb/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/07_knowledge/01_getting_started/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/07_knowledge/02_building_blocks/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/07_knowledge/03_production/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/07_knowledge/04_advanced/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/07_knowledge/05_integrations/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/07_knowledge/05_integrations/rag/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/07_knowledge/05_integrations/rag/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/07_knowledge/09_archive/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/07_knowledge/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/07_knowledge/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/07_knowledge/TEST_PROMPT</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/07_knowledge/testing_resources/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/07_knowledge/testing_resources/coffee</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/07_knowledge/testing_resources/company_info</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/08_learning/00_quickstart/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/08_learning/00_quickstart/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/08_learning/01_basics/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/08_learning/01_basics/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/08_learning/02_user_profile/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/08_learning/02_user_profile/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/08_learning/03_session_context/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/08_learning/03_session_context/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/08_learning/04_entity_memory/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/08_learning/04_entity_memory/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/08_learning/05_learned_knowledge/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/08_learning/05_learned_knowledge/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/08_learning/06_quick_tests/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/08_learning/06_quick_tests/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/08_learning/07_patterns/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/08_learning/07_patterns/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/08_learning/08_custom_stores/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/08_learning/08_custom_stores/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/08_learning/09_decision_logs/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/08_learning/09_decision_logs/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/08_learning/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/08_learning/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/08_learning/TEST_PROMPT</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/09_evals/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/09_evals/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/09_evals/TEST_PROMPT</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/09_evals/accuracy/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/09_evals/accuracy/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/09_evals/agent_as_judge/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/09_evals/agent_as_judge/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/09_evals/performance/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/09_evals/performance/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/09_evals/performance/comparison/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/09_evals/performance/comparison/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/09_evals/reliability/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/09_evals/reliability/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/09_evals/reliability/multiple_tool_calls/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/09_evals/reliability/multiple_tool_calls/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/09_evals/reliability/single_tool_calls/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/09_evals/reliability/single_tool_calls/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/09_evals/reliability/team/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/09_evals/reliability/team/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/10_reasoning/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/10_reasoning/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/10_reasoning/TEST_PROMPT</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/10_reasoning/agents/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/10_reasoning/agents/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/10_reasoning/models/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/10_reasoning/models/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/10_reasoning/models/anthropic/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/10_reasoning/models/anthropic/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/10_reasoning/models/azure_ai_foundry/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/10_reasoning/models/azure_ai_foundry/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/10_reasoning/models/azure_openai/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/10_reasoning/models/azure_openai/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/10_reasoning/models/deepseek/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/10_reasoning/models/deepseek/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/10_reasoning/models/gemini/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/10_reasoning/models/gemini/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/10_reasoning/models/groq/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/10_reasoning/models/groq/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/10_reasoning/models/ollama/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/10_reasoning/models/ollama/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/10_reasoning/models/openai/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/10_reasoning/models/openai/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/10_reasoning/models/vertex_ai/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/10_reasoning/models/vertex_ai/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/10_reasoning/models/xai/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/10_reasoning/models/xai/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/10_reasoning/teams/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/10_reasoning/teams/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/10_reasoning/tools/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/10_reasoning/tools/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/11_memory/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/11_memory/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/11_memory/TEST_PROMPT</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/11_memory/integrations/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/11_memory/integrations/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/11_memory/memory_manager/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/11_memory/memory_manager/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/11_memory/optimize_memories/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/11_memory/optimize_memories/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/12_context/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/12_context/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/TEST_PROMPT</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/aimlapi/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/aimlapi/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/anthropic/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/anthropic/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/anthropic/skills/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/anthropic/skills/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/aws/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/aws/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/aws/bedrock/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/aws/bedrock/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/aws/claude/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/aws/claude/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/azure/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/azure/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/azure/ai_foundry/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/azure/ai_foundry/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/azure/claude/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/azure/openai/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/azure/openai/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/cerebras/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/cerebras/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/cerebras_openai/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/cerebras_openai/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/clients/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/clients/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/cloudflare/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/cloudflare/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/cohere/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/cohere/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/cometapi/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/cometapi/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/dashscope/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/dashscope/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/deepinfra/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/deepinfra/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/deepseek/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/deepseek/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/fireworks/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/fireworks/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/google/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/google/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/google/gemini/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/google/gemini/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/google/gemini/documents/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/google/gemini/documents/readme</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/google/gemini_interactions/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/google/gemini_interactions/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/groq/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/groq/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/groq/reasoning/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/groq/reasoning/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/huggingface/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/huggingface/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/ibm/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/ibm/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/ibm/watsonx/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/ibm/watsonx/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/inception/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/inception/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/internlm/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/internlm/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/langdb/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/langdb/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/litellm/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/litellm/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/litellm_openai/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/litellm_openai/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/llama_cpp/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/llama_cpp/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/lmstudio/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/lmstudio/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/meta/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/meta/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/meta/llama/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/meta/llama/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/meta/llama_openai/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/meta/llama_openai/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/minimax/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/minimax/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/mistral/README</loc>
    <lastmod>2026-06-14T03:17:08+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/mistral/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/moonshot/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/moonshot/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/n1n/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/n1n/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/nebius/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/nebius/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/neosantara/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/neosantara/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/nexus/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/nexus/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/nvidia/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/nvidia/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/ollama/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/ollama/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/ollama/chat/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/ollama/chat/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/ollama/responses/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/ollama/responses/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/openai/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/openai/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/openai/chat/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/openai/chat/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/openai/responses/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/openai/responses/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/openrouter/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/openrouter/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/openrouter/chat/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/openrouter/chat/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/openrouter/responses/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/openrouter/responses/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/perplexity/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/perplexity/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/portkey/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/portkey/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/requesty/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/requesty/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/sambanova/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/sambanova/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/siliconflow/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/siliconflow/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/together/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/together/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/tuning_engines/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/vercel/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/vercel/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/vertexai/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/vertexai/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/vertexai/claude/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/vertexai/claude/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/vllm/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/vllm/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/xai/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/xai/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/xiaomi/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/90_models/xiaomi/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/91_tools/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/91_tools/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/91_tools/TEST_PROMPT</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/91_tools/coding_tools/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/91_tools/coding_tools/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/91_tools/docling_tools/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/91_tools/exceptions/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/91_tools/exceptions/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/91_tools/google/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/91_tools/mcp/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/91_tools/mcp/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/91_tools/mcp/dynamic_headers/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/91_tools/mcp/dynamic_headers/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/91_tools/mcp/local_server/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/91_tools/mcp/local_server/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/91_tools/mcp/mcp_toolbox_demo/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/91_tools/mcp/mcp_toolbox_demo/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/91_tools/mcp/sse_transport/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/91_tools/mcp/sse_transport/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/91_tools/mcp/streamable_http_transport/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/91_tools/mcp/streamable_http_transport/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/91_tools/models/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/91_tools/models/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/91_tools/other/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/91_tools/other/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/91_tools/parallel/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/91_tools/tool_decorator/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/91_tools/tool_decorator/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/91_tools/tool_hooks/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/91_tools/tool_hooks/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/91_tools/workspace_tools/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/91_tools/workspace_tools/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/93_components/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/93_components/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/93_components/TEST_PROMPT</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/93_components/workflows/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/93_components/workflows/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/STYLE_GUIDE</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/data_labeling/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/data_labeling/_01_text_classification/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/data_labeling/_01_text_classification/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/data_labeling/_02_text_multilabel_classification/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/data_labeling/_02_text_multilabel_classification/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/data_labeling/_03_text_extraction/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/data_labeling/_03_text_extraction/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/data_labeling/_04_text_span_labeling/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/data_labeling/_04_text_span_labeling/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/data_labeling/_05_text_pairwise_preference/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/data_labeling/_05_text_pairwise_preference/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/data_labeling/_06_image_classification/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/data_labeling/_06_image_classification/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/data_labeling/_07_image_extraction/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/data_labeling/_07_image_extraction/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/data_labeling/_08_image_bounding_boxes/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/data_labeling/_08_image_bounding_boxes/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/data_labeling/_09_image_extraction_to_vectordb/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/data_labeling/_09_image_extraction_to_vectordb/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/data_labeling/_10_audio_classification/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/data_labeling/_10_audio_classification/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/data_labeling/_11_audio_transcription/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/data_labeling/_11_audio_transcription/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/data_labeling/_12_audio_extraction/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/data_labeling/_12_audio_extraction/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/data_labeling/_13_video_classification/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/data_labeling/_13_video_classification/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/data_labeling/_14_video_extraction/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/data_labeling/_14_video_extraction/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/data_labeling/_15_document_classification/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/data_labeling/_15_document_classification/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/data_labeling/_16_document_extraction/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/data_labeling/_16_document_extraction/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/data_labeling/_17_llm_as_judge/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/data_labeling/_17_llm_as_judge/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/data_labeling/_18_quality_review/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/data_labeling/_18_quality_review/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/data_labeling/image_search/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/data_labeling/image_search/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/data_labeling/image_search/public/index</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/frameworks/00_quickstart/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/frameworks/antigravity/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/frameworks/antigravity/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/frameworks/antigravity/example_agent/skills/haiku/SKILL</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/gemini_3/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/gemini_3/use_cases/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/integrations/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/integrations/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/integrations/TEST_PROMPT</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/integrations/parallel/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/integrations/parallel/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/integrations/surrealdb/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/integrations/surrealdb/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/levels_of_agentic_software/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/levels_of_agentic_software/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/observability/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/observability/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/observability/teams/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/observability/teams/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/observability/workflows/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/cookbook/observability/workflows/TEST_LOG</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/libs/agno/migrations/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/agno/versions/2.6.14/pages/libs/agno_infra/README</loc>
    <lastmod>2026-06-14T03:17:09+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/signal-android/versions/8.15.2/pages/README</loc>
    <lastmod>2026-06-14T03:17:14+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/signal-android/versions/8.15.2/pages/lib/sticky-header-grid/README</loc>
    <lastmod>2026-06-14T03:17:14+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/signal-android/versions/8.15.2/pages/reproducible-builds/README</loc>
    <lastmod>2026-06-14T03:17:14+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/signal-android/versions/8.15.2/pages/wire-handler/README</loc>
    <lastmod>2026-06-14T03:17:14+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/.agents/agents/architect</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/.agents/agents/build-fixer</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/.agents/agents/code-reviewer</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/.agents/agents/meta-auditor</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/.agents/agents/planner</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/.agents/agents/test-runner</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/.agents/commands/comet/_pr-description-sync</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/.agents/commands/comet/add-e2e-test</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/.agents/commands/comet/address-github-pr-comments</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/.agents/commands/comet/analyze-sentry-issue</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/.agents/commands/comet/create-and-run-tests</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/.agents/commands/comet/create-initiative-epic</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/.agents/commands/comet/create-jira-ticket</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/.agents/commands/comet/create-pr</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/.agents/commands/comet/generate-code-review-slack-command</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/.agents/commands/comet/generate-e2e-test</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/.agents/commands/comet/investigate-e2e-failure</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/.agents/commands/comet/review-github-pr</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/.agents/commands/comet/send-code-review-slack</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/.agents/commands/comet/share-diagram</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/.agents/commands/comet/share-progress-in-jira</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/.agents/commands/comet/work-on-github-issue</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/.agents/commands/comet/work-on-jira-ticket</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/.agents/docs/SENTRY_MCP_SETUP</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/.agents/docs/SLACK_MCP_SETUP</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/.agents/skills/README</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/.agents/skills/analytics-instrumentation/SKILL</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/.agents/skills/debugging-e2e-tests/SKILL</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/.agents/skills/diagram-generation/SKILL</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/.agents/skills/diagram-generation/style-guide</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/.agents/skills/diagram-generation/template</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/.agents/skills/documentation/SKILL</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/.agents/skills/local-dev/SKILL</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/.agents/skills/opik-backend/SKILL</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/.agents/skills/opik-backend/clickhouse</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/.agents/skills/opik-backend/migrations</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/.agents/skills/opik-backend/mysql</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/.agents/skills/opik-backend/permissions</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/.agents/skills/opik-backend/testing</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/.agents/skills/opik-frontend/SKILL</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/.agents/skills/opik-frontend/code-quality</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/.agents/skills/opik-frontend/forms</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/.agents/skills/opik-frontend/performance</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/.agents/skills/opik-frontend/permissions</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/.agents/skills/opik-frontend/responsive-design</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/.agents/skills/opik-frontend/testing</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/.agents/skills/opik-frontend/ui-components</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/.agents/skills/playwright-e2e/SKILL</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/.agents/skills/playwright-e2e/agents/playwright-test-generator</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/.agents/skills/playwright-e2e/agents/playwright-test-healer</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/.agents/skills/playwright-e2e/agents/playwright-test-planner</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/.agents/skills/playwright-e2e/fixture-catalog</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/.agents/skills/playwright-e2e/opik-app-context</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/.agents/skills/playwright-e2e/page-object-catalog</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/.agents/skills/playwright-e2e/test-conventions</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/.agents/skills/playwright-pom-discovery/SKILL</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/.agents/skills/python-sdk/SKILL</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/.agents/skills/python-sdk/agents/refactor-helper</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/.agents/skills/python-sdk/error-handling</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/.agents/skills/python-sdk/good-code</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/.agents/skills/python-sdk/testing</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/.agents/skills/typescript-sdk/SKILL</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/.agents/skills/typescript-sdk/testing</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/.agents/skills/write-docs/SKILL</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/.agents/skills/writing-e2e-tests/SKILL</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/.agents/skills/writing-e2e-tests/conventions</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/CLA</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/README</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-backend/README</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-backend/data-migrations/1.0.3/README</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-backend/docs/JAVA_PYTHON_RQ_INTEGRATION</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-backend/docs/diagrams/trace-batch-ingestion-flow</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-backend/docs/webhook-event-debouncing-implementation</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/README</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/docs/cookbook/agentspec</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/docs/cookbook/aisuite</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/docs/cookbook/anthropic</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/docs/cookbook/bedrock</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/docs/cookbook/crewai</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/docs/cookbook/dspy</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/docs/cookbook/dynamic_tracing_cookbook</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/docs/cookbook/evaluate_hallucination_metric</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/docs/cookbook/evaluate_moderation_metric</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/docs/cookbook/gemini</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/docs/cookbook/google_adk_integration</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/docs/cookbook/gretel_opik_integration_cookbook</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/docs/cookbook/groq</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/docs/cookbook/guardrails-ai</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/docs/cookbook/haystack</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/docs/cookbook/huggingface_datasets_integration</loc>
    <lastmod>2026-06-14T03:17:17+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/docs/cookbook/instructor</loc>
    <lastmod>2026-06-14T03:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/docs/cookbook/langchain</loc>
    <lastmod>2026-06-14T03:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/docs/cookbook/langgraph</loc>
    <lastmod>2026-06-14T03:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/docs/cookbook/litellm</loc>
    <lastmod>2026-06-14T03:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/docs/cookbook/llama-index</loc>
    <lastmod>2026-06-14T03:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/docs/cookbook/ollama</loc>
    <lastmod>2026-06-14T03:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/docs/cookbook/openai-agents</loc>
    <lastmod>2026-06-14T03:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/docs/cookbook/openai</loc>
    <lastmod>2026-06-14T03:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/docs/cookbook/optimizer_notebook</loc>
    <lastmod>2026-06-14T03:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/docs/cookbook/predibase</loc>
    <lastmod>2026-06-14T03:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/docs/cookbook/pydantic-ai</loc>
    <lastmod>2026-06-14T03:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/docs/cookbook/quickstart_notebook</loc>
    <lastmod>2026-06-14T03:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/docs/cookbook/ragas</loc>
    <lastmod>2026-06-14T03:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/docs/cookbook/smolagents</loc>
    <lastmod>2026-06-14T03:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/docs/cookbook/vertexai</loc>
    <lastmod>2026-06-14T03:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/docs/cookbook/watsonx</loc>
    <lastmod>2026-06-14T03:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/administration/admin-dashboard/organization_settings</loc>
    <lastmod>2026-06-14T03:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/administration/admin-dashboard/overview</loc>
    <lastmod>2026-06-14T03:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/administration/admin-dashboard/service_accounts</loc>
    <lastmod>2026-06-14T03:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/administration/admin-dashboard/users</loc>
    <lastmod>2026-06-14T03:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/administration/admin-dashboard/workspaces</loc>
    <lastmod>2026-06-14T03:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/administration/authentication/jwt</loc>
    <lastmod>2026-06-14T03:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/administration/authentication/oidc</loc>
    <lastmod>2026-06-14T03:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/administration/authentication/overview</loc>
    <lastmod>2026-06-14T03:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/administration/authentication/saml</loc>
    <lastmod>2026-06-14T03:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/administration/overview</loc>
    <lastmod>2026-06-14T03:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/administration/roles_and_permissions</loc>
    <lastmod>2026-06-14T03:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/administration/workspace-settings/ai_providers</loc>
    <lastmod>2026-06-14T03:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/administration/workspace-settings/feedback_definitions</loc>
    <lastmod>2026-06-14T03:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/administration/workspace-settings/overview</loc>
    <lastmod>2026-06-14T03:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/administration/workspace-settings/workspace_members</loc>
    <lastmod>2026-06-14T03:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/administration/workspace-settings/workspace_preferences</loc>
    <lastmod>2026-06-14T03:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/agent_optimization/advanced/chaining_optimizers</loc>
    <lastmod>2026-06-14T03:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/agent_optimization/advanced/custom_metrics</loc>
    <lastmod>2026-06-14T03:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/agent_optimization/advanced/multiple_completions</loc>
    <lastmod>2026-06-14T03:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/agent_optimization/advanced/n_samples</loc>
    <lastmod>2026-06-14T03:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/agent_optimization/advanced/prompt_customization</loc>
    <lastmod>2026-06-14T03:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/agent_optimization/algorithms/benchmarks</loc>
    <lastmod>2026-06-14T03:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/agent_optimization/algorithms/evolutionary_optimizer</loc>
    <lastmod>2026-06-14T03:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/agent_optimization/algorithms/extending_optimizers</loc>
    <lastmod>2026-06-14T03:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/agent_optimization/algorithms/fewshot_bayesian_optimizer</loc>
    <lastmod>2026-06-14T03:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/agent_optimization/algorithms/gepa_optimizer</loc>
    <lastmod>2026-06-14T03:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/agent_optimization/algorithms/hierarchical_reflective_optimizer</loc>
    <lastmod>2026-06-14T03:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/agent_optimization/algorithms/metaprompt_optimizer</loc>
    <lastmod>2026-06-14T03:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/agent_optimization/algorithms/optimizer_parameters_guide</loc>
    <lastmod>2026-06-14T03:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/agent_optimization/algorithms/overview</loc>
    <lastmod>2026-06-14T03:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/agent_optimization/algorithms/parameter_optimizer</loc>
    <lastmod>2026-06-14T03:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/agent_optimization/algorithms/tool_optimization</loc>
    <lastmod>2026-06-14T03:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/agent_optimization/best_practices/prompt_engineering</loc>
    <lastmod>2026-06-14T03:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/agent_optimization/cookbook/arc_agi_optimizer_cookbook</loc>
    <lastmod>2026-06-14T03:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/agent_optimization/cookbook/multimodal_agent_optimizer_cookbook</loc>
    <lastmod>2026-06-14T03:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/agent_optimization/cookbook/optimizer_introduction_cookbook</loc>
    <lastmod>2026-06-14T03:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/agent_optimization/cookbook/synthetic_data_optimizer_cookbook</loc>
    <lastmod>2026-06-14T03:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/agent_optimization/getting_started/quickstart</loc>
    <lastmod>2026-06-14T03:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/agent_optimization/known_issues</loc>
    <lastmod>2026-06-14T03:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/agent_optimization/opik_optimizer/concepts</loc>
    <lastmod>2026-06-14T03:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/agent_optimization/opik_optimizer/configure_models</loc>
    <lastmod>2026-06-14T03:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/agent_optimization/opik_optimizer/faq</loc>
    <lastmod>2026-06-14T03:17:18+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/agent_optimization/opik_optimizer/reference</loc>
    <lastmod>2026-06-14T03:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/agent_optimization/optimization/dashboard_results</loc>
    <lastmod>2026-06-14T03:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/agent_optimization/optimization/define_datasets</loc>
    <lastmod>2026-06-14T03:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/agent_optimization/optimization/define_metrics</loc>
    <lastmod>2026-06-14T03:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/agent_optimization/optimization/optimization_studio</loc>
    <lastmod>2026-06-14T03:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/agent_optimization/optimization/optimize_agents/overview</loc>
    <lastmod>2026-06-14T03:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/agent_optimization/optimization/optimize_multimodal</loc>
    <lastmod>2026-06-14T03:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/agent_optimization/optimization/optimize_prompts</loc>
    <lastmod>2026-06-14T03:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/agent_optimization/optimization/optimize_tools</loc>
    <lastmod>2026-06-14T03:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/agent_optimization/overview</loc>
    <lastmod>2026-06-14T03:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/changelog/2024-09-30</loc>
    <lastmod>2026-06-14T03:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/changelog/2024-10-07</loc>
    <lastmod>2026-06-14T03:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/changelog/2024-10-14</loc>
    <lastmod>2026-06-14T03:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/changelog/2024-10-18</loc>
    <lastmod>2026-06-14T03:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/changelog/2024-10-21</loc>
    <lastmod>2026-06-14T03:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/changelog/2024-11-04</loc>
    <lastmod>2026-06-14T03:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/changelog/2024-11-11</loc>
    <lastmod>2026-06-14T03:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/changelog/2024-11-18</loc>
    <lastmod>2026-06-14T03:17:28+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/changelog/2024-11-25</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/changelog/2024-12-02</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/changelog/2024-12-09</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/changelog/2024-12-16</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/changelog/2024-12-23</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/changelog/2024-12-30</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/changelog/2025-01-06</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/changelog/2025-01-13</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/changelog/2025-01-20</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/changelog/2025-01-27</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/changelog/2025-02-03</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/changelog/2025-02-10</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/changelog/2025-02-17</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/changelog/2025-02-24</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/changelog/2025-03-03</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/changelog/2025-03-10</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/changelog/2025-03-17</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/changelog/2025-03-24</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/changelog/2025-03-31</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/changelog/2025-04-07</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/changelog/2025-04-14</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/changelog/2025-04-21</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/changelog/2025-04-28</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/changelog/2025-05-05</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/changelog/2025-05-23</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/changelog/2025-06-06</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/changelog/2025-06-20</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/changelog/2025-07-04</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/changelog/2025-07-18</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/changelog/2025-08-01</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/changelog/2025-08-22</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/changelog/2025-09-05</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/changelog/2025-10-03</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/changelog/2025-10-21</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/changelog/2025-11-04</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/changelog/2025-11-18</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/changelog/2025-12-09</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/changelog/2025-12-18</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/changelog/2026-01-13</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/changelog/2026-01-27</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/changelog/2026-02-10</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/changelog/2026-03-03</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/changelog/2026-05-05</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/changelog/2026-05-12</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/changelog/2026-05-19</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/changelog/2026-05-26</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/changelog/2026-06-02</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/contributing/agent-optimizer-sdk</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/contributing/backend</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/contributing/bounties</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/contributing/documentation</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/contributing/frontend</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/contributing/local-development</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/contributing/overview</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/contributing/python-sdk</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/contributing/typescript-sdk</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/cookbook/OpikOptimizerIntro</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/cookbook/dynamic_tracing_cookbook</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/cookbook/evaluate_hallucination_metric</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/cookbook/evaluate_moderation_metric</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/cookbook/optimizer_notebook</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/cookbook/quickstart_notebook</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/evaluation/annotation_queues</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/evaluation/concepts</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/evaluation/evaluate_agent_trajectory</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/evaluation/evaluate_agents</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/evaluation/evaluate_multi_turn_agents</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/evaluation/evaluate_multimodal</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/evaluation/evaluate_prompt</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/evaluation/evaluate_threads</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/evaluation/evaluate_your_llm</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/evaluation/log_experiments_with_rest_api</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/evaluation/manage_datasets</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/evaluation/metrics/advanced_configuration</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/evaluation/metrics/agent_task_completion</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/evaluation/metrics/agent_tool_correctness</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/evaluation/metrics/answer_relevance</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/evaluation/metrics/compliance_risk</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/evaluation/metrics/context_precision</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/evaluation/metrics/context_recall</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/evaluation/metrics/conversation_threads_metrics</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/evaluation/metrics/custom_conversation_metric</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/evaluation/metrics/custom_metric</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/evaluation/metrics/custom_model</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/evaluation/metrics/dialogue_helpfulness</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/evaluation/metrics/g_eval</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/evaluation/metrics/g_eval_conversation_metrics</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/evaluation/metrics/hallucination</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/evaluation/metrics/heuristic_metrics</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/evaluation/metrics/llm_juries</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/evaluation/metrics/meaning_match</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/evaluation/metrics/moderation</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/evaluation/metrics/overview</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/evaluation/metrics/prompt_diagnostics</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/evaluation/metrics/structure_output_compliance</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/evaluation/metrics/summarization_coherence</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/evaluation/metrics/summarization_consistency</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/evaluation/metrics/sycophancy_evaluation</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/evaluation/metrics/task_span_metrics</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/evaluation/metrics/trajectory_accuracy</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/evaluation/metrics/usefulness</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/evaluation/overview</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/evaluation/update_existing_experiment</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/faq</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/home</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/opik-university/1_intro/1.1-intro-opik-overview</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/opik-university/1_intro/1.2-intro-next-steps-set-expectations</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/opik-university/2_observability/2.1-observability-log-traces</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/opik-university/2_observability/2.2-observability-annotate-traces</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/opik-university/3_evaluation/3.1-evaluation-concepts-overview</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/opik-university/3_evaluation/3.2-evaluation-create-datasets</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/opik-university/3_evaluation/3.3-evaluation-define-metrics</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/opik-university/3_evaluation/3.4-evaluation-evaluate-llm-application</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/opik-university/3_evaluation/3.5-evaluation-ui-workflow</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/opik-university/4_prompt-engineering/4.1-prompt-engineering-management</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/opik-university/4_prompt-engineering/4.2-prompt-engineering-playground</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/opik-university/5_testing/5.1-testing-pytest-integration</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/opik-university/6_production-monitoring/6.1-production-monitoring-online-evaluation-rules</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/opik-university/overview</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/production/alerts</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/production/anonymizers</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/production/dashboards</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/production/gateway</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/production/guardrails</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/production/production_monitoring</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/production/rules</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/prompt_engineering/improve</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/prompt_engineering/mcp_server</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/prompt_engineering/playground</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/prompt_engineering/prompt_management</loc>
    <lastmod>2026-06-14T03:17:29+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/quickstart</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/reference/overview</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/reference/python-sdk/rest-api</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/reference/python-sdk/troubleshooting/batching-and-updates</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/reference/rest-api/overview</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/reference/ruby-otel-sdk/overview</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/reference/typescript-sdk/evaluation/datasets</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/reference/typescript-sdk/evaluation/evaluate</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/reference/typescript-sdk/evaluation/evaluatePrompt</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/reference/typescript-sdk/evaluation/experiments</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/reference/typescript-sdk/evaluation/metrics</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/reference/typescript-sdk/evaluation/models</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/reference/typescript-sdk/evaluation/overview</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/reference/typescript-sdk/evaluation/quick-start</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/reference/typescript-sdk/opik-query-language</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/reference/typescript-sdk/opik-ts</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/reference/typescript-sdk/overview</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/reference/typescript-sdk/prompts</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/roadmap</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/self-host/architecture</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/self-host/backup</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/self-host/configure/anonymous_usage_statistics</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/self-host/configure/dataset_versioning_migration</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/self-host/configure/large_csv_uploads</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/self-host/configure/llm-model-registry</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/self-host/helm</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/self-host/kubernetes</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/self-host/local_deployment</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/self-host/overview</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/self-host/scaling</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/self-host/troubleshooting</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/testing/pytest_integration</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/annotate_traces</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/concepts</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/cost_tracking</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/export_data</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/import_export_commands</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/adk</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/ag2</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/agentspec</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/agno</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/aisuite</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/anannas</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/anthropic</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/autogen</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/bedrock</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/beeai-typescript</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/beeai</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/byteplus</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/claude-agent-sdk</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/cloudflare-workers-ai</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/cohere</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/crewai</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/cursor</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/deepseek</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/dify</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/dspy</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/fireworks-ai</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/flowise</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/gemini-typescript</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/gemini</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/groq</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/guardrails-ai</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/harbor</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/haystack</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/helicone</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/huggingface-datasets</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/instructor</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/kong-ai-gateway</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/langchain</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/langchainjs</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/langflow</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/langgraph</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/langserve</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/litellm</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/livekit</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/llama_index</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/mastra</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/microsoft-agent-framework-dotnet</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/microsoft-agent-framework</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/mistral</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/n8n</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/novita-ai</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/ollama</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/openai-codex</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/openai-typescript</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/openai</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/openai_agents</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/openclaw</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/openrouter</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/openwebui</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/opik-llm-gateway</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/overview</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/pipecat</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/portkey</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/predibase</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/prompt-flow</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/pydantic-ai</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/qianfan</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/quarkus-langchain4j</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/ragas</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/semantic-kernel</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/smolagents</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/spring-ai</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/strands-agents</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/temporal</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/together-ai</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/truefoundry</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/vercel-ai-gateway</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/vercel-ai-sdk</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/voltagent</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/watsonx</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/integrations/xai-grok</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/log_agent_graph</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/log_chat_conversations</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/log_distributed_traces</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/log_multimodal_traces</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/log_traces</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/offline_fallback</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/opentelemetry/overview</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/opentelemetry/python-sdk</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/opik_assist</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/sdk_configuration</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs/tracing/supported_models</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/administration/admin-dashboard/organization_settings</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/administration/admin-dashboard/overview</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/administration/admin-dashboard/service_accounts</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/administration/admin-dashboard/users</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/administration/admin-dashboard/workspaces</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/administration/authentication/jwt</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/administration/authentication/oidc</loc>
    <lastmod>2026-06-14T03:17:30+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/administration/authentication/overview</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/administration/authentication/saml</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/administration/overview</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/administration/roles_and_permissions</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/administration/workspace-settings/ai_providers</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/administration/workspace-settings/feedback_definitions</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/administration/workspace-settings/overview</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/administration/workspace-settings/workspace_members</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/administration/workspace-settings/workspace_preferences</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/contributing/developer-programs/bounties</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/contributing/guides/agent-optimizer-sdk</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/contributing/guides/backend</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/contributing/guides/documentation</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/contributing/guides/frontend</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/contributing/guides/local-development</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/contributing/guides/python-sdk</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/contributing/guides/typescript-sdk</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/contributing/overview</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/development/optimization-runs/advanced/api_reference</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/development/optimization-runs/advanced/chaining_optimizers</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/development/optimization-runs/advanced/custom_metrics</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/development/optimization-runs/advanced/extending_optimizers</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/development/optimization-runs/advanced/multiple_completions</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/development/optimization-runs/advanced/n_samples</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/development/optimization-runs/advanced/prompt_customization</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/development/optimization-runs/algorithms/benchmarks</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/development/optimization-runs/algorithms/evolutionary_optimizer</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/development/optimization-runs/algorithms/fewshot_bayesian_optimizer</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/development/optimization-runs/algorithms/gepa_optimizer</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/development/optimization-runs/algorithms/hierarchical_adaptive_optimizer</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/development/optimization-runs/algorithms/metaprompt_optimizer</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/development/optimization-runs/algorithms/overview</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/development/optimization-runs/algorithms/parameter_optimizer</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/development/optimization-runs/algorithms/tool_optimization</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/development/optimization-runs/cookbooks/arc_agi_optimizer_cookbook</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/development/optimization-runs/cookbooks/multimodal_agent_optimizer_cookbook</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/development/optimization-runs/cookbooks/synthetic_data_optimizer_cookbook</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/development/optimization-runs/faq</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/development/optimization-runs/known_issues</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/development/optimization-runs/optimization/concepts</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/development/optimization-runs/optimization/configure_models</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/development/optimization-runs/optimization/dashboard_results</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/development/optimization-runs/optimization/define_datasets</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/development/optimization-runs/optimization/define_metrics</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/development/optimization-runs/optimization/optimize_agents</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/development/optimization-runs/optimization/optimize_multimodal</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/development/optimization-runs/optimization/optimize_prompts</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/development/optimization-runs/optimization/optimize_tools</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/development/optimization-runs/optimization_studio</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/development/optimization-runs/overview</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/development/optimization-runs/quickstart</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/development/optimization-runs/quickstart_notebook</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/development/overview</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/evaluation/advanced/annotation_queues</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/evaluation/advanced/evaluate_agent_trajectory</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/evaluation/advanced/evaluate_multi_turn_agents</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/evaluation/advanced/evaluate_your_llm</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/evaluation/advanced/log_experiments_with_rest_api</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/evaluation/advanced/manage_datasets</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/evaluation/advanced/resume_evaluations</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/evaluation/building_evaluation_suites</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/evaluation/concepts</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/evaluation/evaluate_agents</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/evaluation/evaluate_hallucination_metric</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/evaluation/evaluate_moderation_metric</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/evaluation/evaluate_threads</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/evaluation/getting-started</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/evaluation/metrics/advanced_configuration</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/evaluation/metrics/agent_task_completion</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/evaluation/metrics/agent_tool_correctness</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/evaluation/metrics/answer_relevance</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/evaluation/metrics/compliance_risk</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/evaluation/metrics/context_precision</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/evaluation/metrics/context_recall</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/evaluation/metrics/conversation_threads_metrics</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/evaluation/metrics/custom_conversation_metric</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/evaluation/metrics/custom_metric</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/evaluation/metrics/custom_model</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/evaluation/metrics/dialogue_helpfulness</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/evaluation/metrics/g_eval</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/evaluation/metrics/g_eval_conversation_metrics</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/evaluation/metrics/hallucination</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/evaluation/metrics/heuristic_metrics</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/evaluation/metrics/llm_juries</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/evaluation/metrics/meaning_match</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/evaluation/metrics/moderation</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/evaluation/metrics/overview</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/evaluation/metrics/prompt_diagnostics</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/evaluation/metrics/structure_output_compliance</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/evaluation/metrics/summarization_coherence</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/evaluation/metrics/summarization_consistency</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/evaluation/metrics/task_span_metrics</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/evaluation/metrics/trajectory_accuracy</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/evaluation/metrics/usefulness</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/evaluation/overview</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/faq</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/home</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/adk</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/ag2</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/agentspec</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/agno</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/aisuite</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/anannas</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/anthropic</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/autogen</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/bedrock</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/beeai-typescript</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/beeai</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/byteplus</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/claude-agent-sdk</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/cloudflare-workers-ai</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/cohere</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/crewai</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/cursor</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/deepseek</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/dify</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/dspy</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/fireworks-ai</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/flowise</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/gemini-typescript</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/gemini</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/groq</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/guardrails-ai</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/harbor</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/haystack</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/helicone</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/huggingface-datasets</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/instructor</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/kong-ai-gateway</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/langchain</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/langchainjs</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/langflow</loc>
    <lastmod>2026-06-14T03:17:31+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/langgraph</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/langserve</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/litellm</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/livekit</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/llama_index</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/mastra</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/microsoft-agent-framework-dotnet</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/microsoft-agent-framework</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/mistral</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/n8n</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/novita-ai</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/ollama</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/openai-codex</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/openai-typescript</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/openai</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/openai_agents</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/openclaw</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/openrouter</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/opentelemetry-python-sdk</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/opentelemetry-ruby-sdk</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/opentelemetry</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/openwebui</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/opik-llm-gateway</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/overview</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/pipecat</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/portkey</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/predibase</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/prompt-flow</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/pydantic-ai</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/qianfan</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/quarkus-langchain4j</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/ragas</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/semantic-kernel</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/smolagents</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/spring-ai</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/strands-agents</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/temporal</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/together-ai</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/truefoundry</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/typescript-sdk</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/vercel-ai-gateway</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/vercel-ai-sdk</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/voltagent</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/watsonx</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/integrations/xai-grok</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/observability/agent_sandbox</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/observability/debug_agents</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/observability/export_data</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/observability/getting-started</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/observability/migrate_data</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/observability/overview</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/ollie</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/opik_v2_upgrade</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/production/alerts/alerts</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/production/gateway-guardrails/anonymizers</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/production/gateway-guardrails/gateway</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/production/gateway-guardrails/guardrails</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/production/online-evaluation/rules</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/prompt_engineering/getting-started</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/prompt_engineering/mcp-server</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/prompt_engineering/overview</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/prompt_engineering/playground</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/prompt_engineering/prompt-types</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/prompt_engineering/version-control</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/quickstart</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/reference/overview</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/reference/python-sdk/rest-api</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/reference/python-sdk/troubleshooting/batching-and-updates</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/reference/rest-api/overview</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/reference/typescript-sdk/evaluation/datasets</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/reference/typescript-sdk/evaluation/evaluate_function</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/reference/typescript-sdk/evaluation/evaluate_prompt_function</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/reference/typescript-sdk/evaluation/experiments</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/reference/typescript-sdk/evaluation/metrics</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/reference/typescript-sdk/evaluation/models</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/reference/typescript-sdk/evaluation/overview</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/reference/typescript-sdk/evaluation/quick-start</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/reference/typescript-sdk/opik-query-language</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/reference/typescript-sdk/opik-ts</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/reference/typescript-sdk/prompts</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/self-host/architecture</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/self-host/backup</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/self-host/configure/anonymous_usage_statistics</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/self-host/configure/dataset_versioning_migration</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/self-host/configure/large_csv_uploads</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/self-host/configure/llm-model-registry</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/self-host/helm</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/self-host/kubernetes</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/self-host/local_deployment</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/self-host/overview</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/self-host/scaling</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/self-host/troubleshooting</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/self-host/v1_to_v2_migration</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/self_improving_agents/ollie_and_your_codebase</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/self_improving_agents/overview</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/tracing/advanced/annotate_traces</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/tracing/advanced/cost_tracking</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/tracing/advanced/log_agent_graphs</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/tracing/advanced/log_chat_conversations</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/tracing/advanced/log_distributed_traces</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/tracing/advanced/log_multimodal_traces</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/tracing/advanced/log_traces</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/tracing/advanced/offline_fallback</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/tracing/advanced/sdk_configuration</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/tracing/concepts</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/tracing/dashboards/dashboards</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/fern/docs-v2/tracing/dashboards/production_monitoring</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/static/README</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/templates/README</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/templates/integration_template_code</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/templates/integration_template_litellm</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/templates/integration_template_openai</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/documentation/templates/integration_template_otel</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/Objects/Attachment</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/Objects/AttachmentClient</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/Objects/ChatPrompt</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/Objects/DistributedTraceHeadersDict</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/Objects/EvaluationResult</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/Objects/Experiment</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/Objects/ExperimentItemContent</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/Objects/ExperimentItemReferences</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/Objects/FeedbackScoreDict</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/Objects/LiteLLMChatModel</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/Objects/OpikBaseModel</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/Objects/Prompt</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/Objects/ScoreResult</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/Objects/Span</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/Objects/SpanData</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/Objects/SpanPublic</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/Objects/TestResult</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/Objects/Trace</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/Objects/TraceData</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/Objects/TracePublic</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/Opik</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/cli</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/configure</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/context_manager/distributed_headers</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/context_manager/index</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/context_manager/start_as_current_span</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/context_manager/start_as_current_trace</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/evaluation/Dataset</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/evaluation/evaluate</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/evaluation/evaluate_experiment</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/evaluation/evaluate_prompt</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/evaluation/evaluate_threads</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/evaluation/metrics/AnswerRelevance</loc>
    <lastmod>2026-06-14T03:17:32+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/evaluation/metrics/BaseMetric</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/evaluation/metrics/Contains</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/evaluation/metrics/ContextPrecision</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/evaluation/metrics/ContextRecall</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/evaluation/metrics/ConversationHeuristicMetrics</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/evaluation/metrics/ConversationLLMJudges</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/evaluation/metrics/ConversationThreadMetric</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/evaluation/metrics/Equals</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/evaluation/metrics/GEval</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/evaluation/metrics/Hallucination</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/evaluation/metrics/HeuristicMetrics</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/evaluation/metrics/IsJson</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/evaluation/metrics/LLMJudgePresets</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/evaluation/metrics/LLMJuries</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/evaluation/metrics/LevenshteinRatio</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/evaluation/metrics/Moderation</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/evaluation/metrics/RegexMatch</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/evaluation/metrics/UtilityMetrics</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/evaluation/metrics/index</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/guardrails/guardrail</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/guardrails/pii</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/guardrails/topic</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/guardrails/validation_response</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/index</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/integrations/adk/OpikTracer</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/integrations/adk/index</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/integrations/adk/track_adk_agent_recursive</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/integrations/anthropic/index</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/integrations/anthropic/track_anthropic</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/integrations/bedrock/index</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/integrations/bedrock/track_bedrock</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/integrations/crewai/index</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/integrations/crewai/track_crewai</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/integrations/dspy/OpikCallback</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/integrations/dspy/index</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/integrations/guardrails/index</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/integrations/guardrails/track_guardrails</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/integrations/haystack/OpikConnector</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/integrations/haystack/index</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/integrations/langchain/OpikTracer</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/integrations/langchain/extract_current_langgraph_span_data</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/integrations/langchain/index</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/integrations/langchain/track_langgraph</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/integrations/llama_index/LlamaIndexCallbackHandler</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/integrations/llama_index/index</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/integrations/openai/index</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/integrations/openai/track_openai</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/library/ChatPrompt</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/library/Prompt</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/message_processing_emulation/ExperimentItemModel</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/message_processing_emulation/FeedbackScoreModel</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/message_processing_emulation/SpanModel</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/message_processing_emulation/TraceModel</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/message_processing_emulation/index</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/message_processing_emulation/local_recording</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/opik_context/get_current_span_data</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/opik_context/get_current_trace_data</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/opik_context/get_distributed_trace_headers</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/opik_context/index</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/opik_context/update_current_span</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/opik_context/update_current_trace</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/rest_api/clients/annotation_queues</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/rest_api/clients/attachments</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/rest_api/clients/automation_rule_evaluators</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/rest_api/clients/chat_completions</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/rest_api/clients/check</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/rest_api/clients/datasets</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/rest_api/clients/experiments</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/rest_api/clients/feedback_definitions</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/rest_api/clients/guardrails</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/rest_api/clients/index</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/rest_api/clients/llm_provider_key</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/rest_api/clients/open_telemetry_ingestion</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/rest_api/clients/optimizations</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/rest_api/clients/projects</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/rest_api/clients/prompts</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/rest_api/clients/redirect</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/rest_api/clients/service_toggles</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/rest_api/clients/spans</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/rest_api/clients/system_usage</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/rest_api/clients/traces</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/rest_api/clients/workspaces</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/rest_api/objects</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/rest_api/overview</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/simulation/SimulatedUser</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/simulation/index</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/simulation/run_simulation</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/testing/llm_unit</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-documentation/python-sdk-docs/source/track</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-frontend/.dependency-cruiser-known-violations.README</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-frontend/README</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-frontend/e2e/README</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-guardrails-backend/README</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-python-backend/README</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/apps/opik-python-backend/docs/ISOLATED_EXECUTOR_COMPLETE</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/deployment/docker-compose/README</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/deployment/helm_chart/opik/README</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/extensions/cursor/README</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/readme_AR</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/readme_CN</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/readme_DE</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/readme_ES</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/readme_FR</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/readme_HI</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/readme_JP</loc>
    <lastmod>2026-06-14T03:17:33+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/readme_KO</loc>
    <lastmod>2026-06-14T03:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/readme_PT_BR</loc>
    <lastmod>2026-06-14T03:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/readme_RU</loc>
    <lastmod>2026-06-14T03:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/readme_TR</loc>
    <lastmod>2026-06-14T03:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/scripts/README</loc>
    <lastmod>2026-06-14T03:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/sdks/code_generation/fern/README</loc>
    <lastmod>2026-06-14T03:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/sdks/opik_optimizer/README</loc>
    <lastmod>2026-06-14T03:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/sdks/opik_optimizer/notebooks/OpikOptimizerIntro</loc>
    <lastmod>2026-06-14T03:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/sdks/opik_optimizer/notebooks/OpikSyntheticDataOptimizer</loc>
    <lastmod>2026-06-14T03:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/sdks/opik_optimizer/scripts/arc_agi/README</loc>
    <lastmod>2026-06-14T03:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/sdks/opik_optimizer/scripts/arc_agi/prompts/hrpo_batch_analysis</loc>
    <lastmod>2026-06-14T03:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/sdks/opik_optimizer/scripts/arc_agi/prompts/hrpo_improve</loc>
    <lastmod>2026-06-14T03:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/sdks/opik_optimizer/scripts/arc_agi/prompts/hrpo_synthesis</loc>
    <lastmod>2026-06-14T03:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/sdks/opik_optimizer/scripts/arc_agi/prompts/system_prompt</loc>
    <lastmod>2026-06-14T03:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/sdks/opik_optimizer/scripts/arc_agi/prompts/user_prompt</loc>
    <lastmod>2026-06-14T03:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/sdks/python/README</loc>
    <lastmod>2026-06-14T03:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/sdks/python/design/API_AND_DATA_FLOW</loc>
    <lastmod>2026-06-14T03:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/sdks/python/design/EVALUATION</loc>
    <lastmod>2026-06-14T03:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/sdks/python/design/INTEGRATIONS</loc>
    <lastmod>2026-06-14T03:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/sdks/python/design/README</loc>
    <lastmod>2026-06-14T03:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/sdks/python/design/TESTING</loc>
    <lastmod>2026-06-14T03:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/sdks/python/examples/agent_config_demo</loc>
    <lastmod>2026-06-14T03:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/sdks/python/src/opik/integrations/bedrock/invoke_model/chunks_aggregator/EXTENDING</loc>
    <lastmod>2026-06-14T03:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/sdks/python/src/opik/integrations/bedrock/invoke_model/chunks_aggregator/README</loc>
    <lastmod>2026-06-14T03:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/sdks/typescript/README</loc>
    <lastmod>2026-06-14T03:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/sdks/typescript/design/API_AND_DATA_FLOW</loc>
    <lastmod>2026-06-14T03:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/sdks/typescript/design/EVALUATION</loc>
    <lastmod>2026-06-14T03:17:35+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/sdks/typescript/design/INTEGRATIONS</loc>
    <lastmod>2026-06-14T03:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/sdks/typescript/design/README</loc>
    <lastmod>2026-06-14T03:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/sdks/typescript/design/TESTING</loc>
    <lastmod>2026-06-14T03:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/sdks/typescript/examples/agent_config_demo</loc>
    <lastmod>2026-06-14T03:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/sdks/typescript/src/opik/configure/README</loc>
    <lastmod>2026-06-14T03:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/sdks/typescript/src/opik/configure/src/rules-stubs/universal</loc>
    <lastmod>2026-06-14T03:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/sdks/typescript/src/opik/configure/src/utils/rules/nodejs-rules</loc>
    <lastmod>2026-06-14T03:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/sdks/typescript/src/opik/configure/src/utils/rules/universal</loc>
    <lastmod>2026-06-14T03:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/sdks/typescript/src/opik/integrations/opik-gemini/README</loc>
    <lastmod>2026-06-14T03:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/sdks/typescript/src/opik/integrations/opik-langchain/README</loc>
    <lastmod>2026-06-14T03:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/sdks/typescript/src/opik/integrations/opik-openai/README</loc>
    <lastmod>2026-06-14T03:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/sdks/typescript/src/opik/integrations/opik-otel/README</loc>
    <lastmod>2026-06-14T03:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/sdks/typescript/src/opik/integrations/opik-vercel/README</loc>
    <lastmod>2026-06-14T03:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/tests_end_to_end/e2e/AGENTIC</loc>
    <lastmod>2026-06-14T03:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/tests_end_to_end/e2e/README</loc>
    <lastmod>2026-06-14T03:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/tests_end_to_end/e2e/services/opik-sdk-driver/README</loc>
    <lastmod>2026-06-14T03:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/tests_end_to_end/typescript-tests/README</loc>
    <lastmod>2026-06-14T03:17:36+07:00</lastmod>
  </url>
  <url>
    <loc>https://contextqmd.com/libraries/opik/versions/2.0.63-7051-merge-2269/pages/tests_load/README</loc>
    <lastmod>2026-06-14T03:17:36+07:00</lastmod>
  </url>
</urlset>
