bbd017189a
Adds transport-layer enforcement for the LLM node's first_token_timeout, which graphon carries down the LLM invoke path. While a stream waits for its first token, a wall-clock watchdog fires after the configured timeout and shuts the underlying socket down to abort the in-flight read; the caller raises FirstTokenTimeoutError, which bubbles up as a node failure and is handled by the node's existing error strategy (retry / fail-branch / default). The value is tunneled from the graphon-facing adapter (DifyPreparedLLM) to _stream_request through a ContextVar, so the intermediate model-runtime layers that don't take the parameter stay untouched. It is disarmed on the first token, so later tokens are never gated. Default 0 (disabled) keeps today's behavior. response.close() does not interrupt a blocked sync iter_lines(); the cut is socket.shutdown(SHUT_RDWR) reached via httpx' network_stream extension. The daemon emits no pre-first-token heartbeats, so first-token timing is clean. Requires graphon with langgenius/graphon#212 (FirstTokenTimeoutError + the protocol first_token_timeout parameter); the graphon pin bump is release-gated.
Dify Backend API
Setup and Run
Important
In the v1.3.0 release,
poetryhas been replaced withuvas the package manager for Dify API backend service.
uv and pnpm are required to run the setup and development commands below.
Using scripts (recommended)
The scripts resolve paths relative to their location, so you can run them from anywhere.
-
Run setup (copies env files and installs dependencies).
./dev/setup -
Review
api/.env,web/.env.local, anddocker/middleware.envvalues (see theSECRET_KEYnote below). -
Start middleware (PostgreSQL/Redis/Weaviate).
./dev/start-docker-compose -
Start backend (runs migrations first).
./dev/start-api -
Start Dify web service.
./dev/start-web./dev/setupand./dev/start-webinstall JavaScript dependencies through the repository root workspace, so you do not need a separatecd web && pnpm installstep. -
Set up your application by visiting
http://localhost:3000. -
Start the worker service (async and scheduler tasks, runs from
api)../dev/start-worker -
Optional: start Celery Beat (scheduled tasks).
./dev/start-beat
Environment notes
Important
When the frontend and backend run on different subdomains, set COOKIE_DOMAIN to the site’s 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_KEYin the.envfile.bash for Linux
sed -i "/^SECRET_KEY=/c\\SECRET_KEY=$(openssl rand -base64 42)" .envbash for Mac
secret_key=$(openssl rand -base64 42) sed -i '' "/^SECRET_KEY=/c\\ SECRET_KEY=${secret_key}" .env
Testing
-
Install dependencies for both the backend and the test environment
cd api uv sync --group dev -
Run the tests locally with mocked system environment variables in
tool.pytest_envsection inpyproject.toml, more can check Claude.mdcd 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