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To resolve https://github.com/infiniflow/ragflow/issues/15343 enhance the model embedding message to give extact failure message to customer. # QWen ## Retrieval <img width="3321" height="1033" alt="image" src="https://github.com/user-attachments/assets/6b82921a-a3a7-4a33-a383-1cf316398ee2" /> ## Chat <img width="2241" height="311" alt="image" src="https://github.com/user-attachments/assets/ec311365-62d5-407a-8915-5c8d72be9716" /> # SiliconFlow ## Retrieval <img width="3321" height="1033" alt="image" src="https://github.com/user-attachments/assets/ee2cd191-a27d-4729-b53d-2fbdb4e352cd" /> ## Chat <img width="1562" height="210" alt="image" src="https://github.com/user-attachments/assets/10376a8e-a3f4-422f-bc2e-96f2a8a96448" /> # Baichuan ## Retrieval <img width="3321" height="1107" alt="image" src="https://github.com/user-attachments/assets/dcb5409d-f7fc-4804-b186-5e1ee11e09c4" /> ## Chat <img width="2241" height="311" alt="image" src="https://github.com/user-attachments/assets/ec311365-62d5-407a-8915-5c8d72be9716" /> # Zhipu zhipu is good.
(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 3.13 --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=${COMPOSE_PROFILES},tei-cpu
TEI_MODEL=BAAI/bge-small-en-v1.5
RAGFLOW_IMAGE=infiniflow/ragflow:v0.25.6 #Replace with the image you are using
Start the container(wait two minutes):
docker compose -f docker/docker-compose.yml up -d
(3). Test Elasticsearch
a) Run sdk tests against Elasticsearch:
export HTTP_API_TEST_LEVEL=p2
export HOST_ADDRESS=http://127.0.0.1:9380 # Ensure that this port is the API port mapped to your localhost
pytest -s --tb=short --level=${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