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Yongteng Lei b33d2fdea5 Refa: GraphRAG to use async chat methods instead of thread pool execution (#14002) 
### What problem does this PR solve?

GraphRAG _async_chat.

### Type of change

- [x] Refactoring
- [x] Performance Improvement


<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit

* **Refactor**
* Unified chat calls to an async invocation across extractors, improving
timeout handling and ensuring task IDs propagate reliably.
* **Tests**
* Added and expanded unit tests and mocks to cover extractor behavior,
timeout scenarios, and safe test-package imports, reducing regression
risk.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
2026-04-09 19:57:35 +08:00
..
benchmark
Refactor system API (#13958)
2026-04-08 15:26:18 +08:00
playwright
Refa: Chat conversations /convsersation API to RESTFul (#13893)
2026-04-02 20:49:23 +08:00
testcases
fix: support dense_vector from ES fields response (ES 9.x compatibility) (#13972)
2026-04-09 17:44:13 +08:00
unit_test
Refa: GraphRAG to use async chat methods instead of thread pool execution (#14002)
2026-04-09 19:57:35 +08:00
__init__.py
Feat: UI testing automation with playwright (#12749)
2026-03-02 13:04:08 +08:00
README.md
Docs: Update version references to v0.24.0 in READMEs and docs (#13095)
2026-02-10 17:24:03 +08:00

README.md

(1). Deploy RAGFlow services and images

https://ragflow.io/docs/build_docker_image

(2). Configure the required environment for testing

Install Python dependencies (including test dependencies):

uv sync --python 3.12 --only-group test --no-default-groups --frozen

Activate the environment:

source .venv/bin/activate

Install SDK:

uv pip install sdk/python

Modify the .env file: Add the following code:

COMPOSE_PROFILES=${COMPOSE_PROFILES},tei-cpu
TEI_MODEL=BAAI/bge-small-en-v1.5
RAGFLOW_IMAGE=infiniflow/ragflow:v0.24.0 #Replace with the image you are using

Start the container（wait two minutes）:

docker compose -f docker/docker-compose.yml up -d

(3). Test Elasticsearch

a) Run sdk tests against Elasticsearch:

export HTTP_API_TEST_LEVEL=p2
export HOST_ADDRESS=http://127.0.0.1:9380  # Ensure that this port is the API port mapped to your localhost
pytest -s --tb=short --level=${HTTP_API_TEST_LEVEL} test/testcases/test_sdk_api

b) Run http api tests against Elasticsearch:

pytest -s --tb=short --level=${HTTP_API_TEST_LEVEL} test/testcases/test_http_api

(4). Test Infinity

Modify the .env file:

DOC_ENGINE=${DOC_ENGINE:-infinity}

Start the container:

docker compose -f docker/docker-compose.yml down -v 
docker compose -f docker/docker-compose.yml up -d

a) Run sdk tests against Infinity:

DOC_ENGINE=infinity pytest -s --tb=short --level=${HTTP_API_TEST_LEVEL} test/testcases/test_sdk_api

b) Run http api tests against Infinity:

DOC_ENGINE=infinity pytest -s --tb=short --level=${HTTP_API_TEST_LEVEL} test/testcases/test_http_api