ZequanLIU opened a new pull request, #284:
URL: https://github.com/apache/incubator-hugegraph-ai/pull/284
This PR fixes #244 by reducing excessive third-party library log output.
## Changes
- Added log level configuration for third-party libraries in `log.py`
- Set the following libraries to WARNING level:
- httpx/httpcore (HTTP client)
- faiss (vector search)
- apscheduler (task scheduler)
- pyhugegraph (HugeGraph client)
- urllib3/requests (HTTP libraries)
- gradio (UI framework)
- Configured uvicorn.access and uvicorn.error to WARNING level
- Kept HugeGraph AI business logs (llm:) at original level
## Result
Before:
INFO httpx: HTTP Request: GET https://api.gradio.app/pkg-version
"HTTP/1.1 200
OK"
INFO faiss.loader: Loading faiss with AVX2 support.
INFO apscheduler.scheduler: Adding job tentatively...
After:
INFO llm: Loading prompt file 'config_prompt.yaml' successfully.
INFO llm: (Status) Authentication is disabled now.
INFO llm: KgBuilder total time took 25.23 ms
## Testing
Tested locally by running the demo app and confirming third-party logs are
suppressed while business logs remain.
Fixes #244
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