weknora — WeKnora CLI

A command-line interface for the WeKnora RAG knowledge-base server. Lets you authenticate, manage knowledge bases and documents, run hybrid search, and ask streaming RAG questions from your terminal or from an AI agent.

$ weknora --help
Command-line client for the WeKnora RAG server. Manage knowledge bases
and documents, run hybrid search, chat with grounded answers, or expose
a curated read-only MCP tool surface for AI agents.

Available Commands:
  agent       Manage and invoke custom agents
  api         Make a raw API request to the WeKnora server
  auth        Manage authentication credentials and contexts
  chat        Ask a streaming RAG question against a knowledge base
  chunk       Manage document chunks (RAG retrieval debug)
  completion  Generate the autocompletion script for the specified shell
  context     Manage CLI contexts (named connection targets)
  doc         Manage documents in a knowledge base
  doctor      Run 4 self-checks: base URL, auth, server version, credential storage
  help        Help about any command
  kb          Manage knowledge bases
  link        Bind the current directory to a knowledge base
  mcp         Run weknora as a Model Context Protocol server
  search      Search across chunks, knowledge bases, documents, or sessions
  session     Manage chat sessions
  unlink      Remove the directory's knowledge-base binding
  version     Show CLI build metadata

The wire contract for AI agents is documented below. For contributing to the CLI source, see AGENTS.md.

Install

From source

Requires Go 1.26+.

git clone https://github.com/Tencent/WeKnora.git
cd WeKnora/cli
go build -o weknora .
sudo mv weknora /usr/local/bin/   # or anywhere on $PATH

Pre-built binaries

Pre-built binaries for Linux / macOS / Windows are produced by CI on each release. Grab the latest from the Releases page.

5-minute quickstart

# 1. Log in to your WeKnora server (interactive password prompt)
weknora auth login --host https://kb.example.com

# 2. Or pipe an API key from stdin (for CI / agents)
echo "sk-..." | weknora auth login --host https://kb.example.com --with-token

# 3. List knowledge bases
weknora kb list

# 4. Bind this directory to a knowledge base — subsequent commands auto-resolve --kb
weknora link --kb my-knowledge-base

# 5. Upload a document, then block until parsing finishes
weknora doc upload notes.md
weknora doc wait doc_abc                          # exit 0 completed, 1 failed, 124 --timeout, 130 ^C

# 6. Search
weknora search chunks "what is reciprocal rank fusion?"

# 7. Ask the LLM (streams to terminal)
weknora chat "summarise the design doc"

# 8. Manage custom agents (full hybrid surface: see `weknora agent --help`)
weknora agent list
weknora agent invoke ag_abc "what's our q4 retention plan?"

# 9. Inspect a document's chunks for RAG retrieval debug
weknora chunk list --doc doc_xyz

# 10. Health & verification verbs
weknora kb status kb_abc       # fast snapshot: reachable / counts / processing flag (1 HTTP)
weknora kb check kb_abc        # deep verify: also aggregates failed_count via doc list (1+N HTTP)
weknora agent status ag_abc    # fast: reachable / model_id
weknora agent check ag_abc     # deep: probes every KB in the agent's scope

Multi-context

Switch between several WeKnora servers (or several tenants on the same server) without re-logging in:

weknora auth login --host https://prod.example.com    --name prod
weknora auth login --host https://staging.example.com --name staging --with-token < .staging-key
weknora auth list
weknora context use prod

Credentials are persisted to your OS keyring (Keychain on macOS, libsecret on Linux, Wincred on Windows) when available, otherwise to a 0600-mode file under $XDG_CONFIG_HOME/weknora/secrets/. The active context lives in ~/.config/weknora/config.yaml.

To remove a context's stored credentials:

weknora auth logout                  # current context
weknora auth logout --name staging   # specific
weknora auth logout --all

Wire contract

Designed to be agent-first. Stable across minor releases; breaking changes announced in the changelog and the corresponding weknora --version bump.

Streams

• stdout is the data channel: bare JSON with --format json, or human-formatted output. Never carries error text.
• stderr is logs, progress, warnings, and errors. A non-empty stderr does not mean failure — read the exit code.

JSON output

Every command supports --format json, emitting bare JSON for the resource it produces — an array for list / search, a single object for view and write outcomes:

weknora kb list --format json                              # [{ "id": "kb_x", "name": "Eng" }, …]
weknora kb view kb_x --format json                         # { "id": "kb_x", "name": "Eng", … }
weknora kb list --format json --jq '.[] | {id, name}'      # project to listed fields
weknora kb list --format json --jq '.[].id'                # jq over the bare data

--format ndjson is also accepted for streaming list commands; each element is emitted as its own JSON line. When stdout is not a TTY (pipe or redirect), --format json is the default — running weknora kb list | jq works without an explicit flag.

Errors

On failure, stdout stays empty and the typed error goes to stderr in this format:

<code.namespace>: <message>[: <wrapped cause>]
hint: <actionable next-step>

Example:

auth.unauthenticated: fetch current user: HTTP error 401: ...
hint: run `weknora auth login`

The full code registry is in cli/internal/cmdutil/errors.go (AllCodes()). Code namespaces: auth.* / resource.* / input.* / server.* / network.* / local.* / mcp.* / operation.* (CLI-level wait/poll outcomes: operation.timeout, operation.failed, operation.cancelled).

Exit codes

Exit 10 is the wire-level signal for "destructive write needs explicit confirmation". Pass -y/--yes on kb delete / kb empty / doc delete / session delete / context remove (on the current context) / agent delete / chunk delete when running headless. Never auto-add -y without the user's explicit go-ahead — exit 10 is the guard against unintended writes.

Other agent ergonomics

• For chat / agent invoke in agent contexts, pass --format json — streaming tokens to stdout makes JSON parsing impossible.
• --format json composes with the global --context <name> for single-shot context overrides without disk writes.
• weknora mcp serve exposes a curated read-only tool surface over stdio MCP for any MCP-compatible client.

Advanced operations not exposed as flags

WeKnora CLI exposes top use cases as polished commands; deep configuration goes through the raw HTTP passthrough. CLI flag coverage targets common workflows, not 1:1 API parity. Examples of deep operations that intentionally go through weknora api:

• Tuning a KB's nested config — chunking strategy, summary model, multimodal extraction defaults, FAQ thresholds, VLM model. Use weknora api PUT /api/v1/knowledge-bases/<id> --input - with a JSON body matching the server's UpdateKnowledgeBaseRequest. (Note: the storage provider is set once at create time via kb create --storage-provider <name> and is not updatable.)
• Per-request chat parameters — multi-KB scope, summary model override, image attachments, web search toggle. Use weknora api POST /api/v1/knowledge-chat/<session-id> --input -.
• Per-request agent invoke overrides — same shape via weknora api POST /api/v1/agent-chat/<session-id> --input -.
• Operations without a CLI verb — register / change-password / OIDC flows, organization / sharing endpoints, tenant management.

weknora api --help documents the raw passthrough. Run weknora doctor first to verify auth and base URL.

Health check

Run weknora doctor for a 4-status diagnostic (OK / warn / fail / skip) covering base URL reachability, authentication, server-CLI version skew, and credential storage backend. Add --format json for machine-readable output, --offline to skip network checks.

For per-resource verification, the status / check verb pair gives a fast vs deep choice:

weknora doc wait <doc-id> [<doc-id>...] blocks until each document reaches a terminal parse_status (completed or failed). Exit codes: 0 (all completed), 1 (any failed), 124 (--timeout reached), 130 (Ctrl-C / SIGTERM). Multi-target is polled concurrently (max 5 in flight; pipe through xargs -P for more).

Development

# Run unit + contract tests
go test ./...

# Run the real-server e2e suite (requires WEKNORA_E2E_HOST + token env vars)
go test -tags acceptance_e2e ./acceptance/e2e/...

# Static analysis
go vet ./...

CI (.github/workflows/cli.yml) runs build + unit + contract tests on Linux / macOS / Windows × Go 1.26, path-filtered to changes under cli/.

Contributing / Reporting issues

• Bugs and feature requests: file an issue at github.com/Tencent/WeKnora/issues.
• Security disclosures: see the repository-level SECURITY.md. Do not file public issues for security findings.
• Pull requests: the developer guide for editing the CLI lives in AGENTS.md (build / test / command-surface design SOP / CRUD flag conventions). Run go test ./... -race -count=1 and go vet ./... before submitting.

License

MIT — see the repository LICENSE.