dify/api
Jyong b79b8a879b feat(knowledge-fs): record and count every knowledge space query
Workflow KnowledgeFS retrieval nodes ran through `retrieval-tests`, which
never wrote an AnswerTrace or an overview event, so their queries were
missing from the retrieval history and from the space overview; the history
also only ever showed each member their own traces.

- AnswerTrace gains a `source` (retrieval_test | workflow | service_api |
  agent | mcp; migration 0051_answer_trace_source) derived from the
  Capability v2 caller kind. The retrieval-tests route records one trace per
  run (stages, evidence bundle, profile metadata), returns its id as
  `answerTraceId`, and the workflow node's failed-retrieval capture attaches
  to that trace instead of creating a second record.
- The quality trace list exposes and filters by `source`; traces from other
  caller kinds are visible to any current reader of the space, and counts and
  scores fall back to the evidence embedded in the trace when no bundle row
  exists.
- Overview accounting: retrieval-tests and Research tasks now emit
  `query.requested`, and the Research job state machine emits
  `query.completed` / `query.failed` on terminal stages (wired for both the
  in-process gateway and the durable runtime), so query volume, answer rate
  and outcomes include every caller. Activity details keep `source` and
  `taskKind`.
- Console and service trace routes accept a `source` filter; the retrieval
  test page shows a source badge and an all / retrieval tests / workflow
  filter, with translations for every locale.

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_015zw5G5SX3HmVfnZof6YWAc
2026-09-04 05:48:17 -04:00
..
.idea
.vscode
clients feat: Enterprise Home Snapshot — runtime endpoints and dify-agent adapter (#40996) 2026-08-21 10:39:36 +00:00
commands Merge remote-tracking branch 'origin/main' into deploy/konwledge 2026-08-28 14:50:39 +08:00
configs fix(knowledge-fs): align retrieval test timeout 2026-09-01 13:51:15 -04:00
constants Merge remote-tracking branch 'origin/main' into deploy/konwledge 2026-08-27 10:06:48 +08:00
context
contexts
controllers feat(knowledge-fs): record and count every knowledge space query 2026-09-04 05:48:17 -04:00
core feat(knowledge-fs): record and count every knowledge space query 2026-09-04 05:48:17 -04:00
dev Merge remote-tracking branch 'origin/main' into deploy/konwledge 2026-09-01 09:45:49 +08:00
docker
enterprise fix: add missing metrics back and enhance typing (#40935) 2026-08-21 09:46:45 +00:00
enums fix(api): scope hosted credits by tenant plan (#41131) 2026-08-24 06:35:42 +00:00
events Merge remote-tracking branch 'origin/main' into deploy/konwledge 2026-08-27 10:06:48 +08:00
extensions Merge remote-tracking branch 'origin/main' into deploy/konwledge 2026-09-03 16:32:30 +08:00
factories fix(api): align Service API OpenAPI contract (#41248) 2026-08-25 10:54:14 +00:00
fields refactor(api): remove unused workflow archived logs endpoint (#41345) 2026-08-27 03:48:57 +00:00
libs Merge remote-tracking branch 'origin/main' into deploy/konwledge 2026-09-03 16:32:30 +08:00
machinery refactor(api): require active workspace in request context (#41280) 2026-09-02 06:54:47 +00:00
migrations feat(knowledge-fs): scope dataset API keys by knowledge base type 2026-09-03 05:59:39 -04:00
models feat(knowledge-fs): scope dataset API keys by knowledge base type 2026-09-03 05:59:39 -04:00
openapi/markdown feat(knowledge-fs): record and count every knowledge space query 2026-09-04 05:48:17 -04:00
providers fix(api): preserve tracing configuration boundaries (#41403) 2026-08-27 22:11:32 +08:00
repositories Merge remote-tracking branch 'origin/main' into deploy/konwledge 2026-09-03 16:32:30 +08:00
schedule fix: fall back to the batch API when the global plugin manifest is empty (#41107) 2026-08-24 03:33:23 +00:00
services feat(knowledge-fs): record and count every knowledge space query 2026-09-04 05:48:17 -04:00
tasks feat(knowledge-fs): fix CI. 2026-09-04 16:55:47 +08:00
templates
tests feat(knowledge-fs): record and count every knowledge space query 2026-09-04 05:48:17 -04:00
.dockerignore
.env.example Merge remote-tracking branch 'origin/main' into deploy/konwledge 2026-08-28 14:50:39 +08:00
.importlinter refactor(api): extract account login service and consolidate adapters (#41184) 2026-09-03 06:20:21 +00:00
.ruff.toml
AGENTS.md
app_factory.py
app.py
celery_entrypoint.py
celery_healthcheck.py
cnt_base.sh
conftest.py
dify_app.py
Dockerfile chore: upgrade Node.js runtime to 24 LTS (#41573) 2026-09-01 06:57:38 +00:00
Dockerfile.dockerignore
gunicorn.conf.py
knowledge-fs-contract.lock.json feat(knowledge-fs): record and count every knowledge space query 2026-09-04 05:48:17 -04:00
knowledge-fs-product-operation-gaps.json
knowledge-fs-product-operations.json feat(knowledge-fs): add namespace preview for initial website sources 2026-09-04 15:52:36 +08:00
pyproject.toml chore(deps-dev): bump nltk from 3.10.0 to 3.10.3 in /api (#41602) 2026-09-02 01:20:41 +00:00
pyrefly-local-excludes.txt
pytest.ini
README.md
uv.lock chore(deps): bump transformers from 5.5.0 to 5.10.1 in /api (#41609) 2026-09-03 01:50:39 +00:00

Dify Backend API

Setup and Run

Important

In the v1.3.0 release, poetry has been replaced with uv as the package manager for Dify API backend service.

uv and pnpm are required to run the setup and development commands below.

The scripts resolve paths relative to their location, so you can run them from anywhere.

  1. Run setup (copies env files and installs dependencies).

    ./dev/setup
    
  2. Review api/.env, web/.env.local, and docker/middleware.env values (see the SECRET_KEY note below).

  3. Start middleware (PostgreSQL/Redis/Weaviate).

    ./dev/start-docker-compose
    
  4. Start backend (runs migrations first).

    ./dev/start-api
    
  5. Start Dify web service.

    ./dev/start-web
    

    ./dev/setup and ./dev/start-web install JavaScript dependencies through the repository root workspace, so you do not need a separate cd web && pnpm install step.

  6. Set up your application by visiting http://localhost:3000.

  7. Start the worker service (async and scheduler tasks, runs from api).

    ./dev/start-worker
    
  8. Start Celery Beat when scheduled tasks are needed. This is required when KNOWLEDGE_FS_LIFECYCLE_WORKER_ENABLED=true so provisioning and deletion outbox commands are dispatched to the lifecycle worker.

    ./dev/start-beat
    

Environment notes

Important

When the frontend and backend run on different subdomains, set COOKIE_DOMAIN to the sites top-level domain (e.g., example.com). The frontend and backend must be under the same top-level domain in order to share authentication cookies.

  • Generate a SECRET_KEY in the .env file.

    bash for Linux

    sed -i "/^SECRET_KEY=/c\\SECRET_KEY=$(openssl rand -base64 42)" .env
    

    bash for Mac

    secret_key=$(openssl rand -base64 42)
    sed -i '' "/^SECRET_KEY=/c\\
    SECRET_KEY=${secret_key}" .env
    

Testing

  1. Install dependencies for both the backend and the test environment

    cd api
    uv sync --group dev
    
  2. Run the tests locally with mocked system environment variables in tool.pytest_env section in pyproject.toml, more can check Claude.md

    cd api
    uv run pytest                           # Run all tests
    uv run pytest tests/unit_tests/         # Unit tests only
    uv run pytest tests/integration_tests/  # Integration tests
    
    # Code quality
    ./dev/reformat               # Run all formatters and linters
    uv run ruff check --fix ./   # Fix linting issues
    uv run ruff format ./        # Format code
    uv run pyrefly check         # Type checking
    

Generate TS stub

uv run dev/generate_swagger_specs.py --output-dir openapi

use https://jsontotable.org/openapi-to-typescript to convert to typescript