| # Task Log: IPLC-Eval Integration with T5 Model | |
| ## Overview | |
| Task: Integrate GitHub Pages static website with Hugging Face Space T5 model for clinical report generation. | |
| ## Changes Made | |
| ### 1. Frontend (GitHub Pages) | |
| - Location: https://pdarleyjr.github.io/IPLC-Eval/ | |
| - Files Modified: | |
| * script.js | |
| - Implemented queue-based API interaction | |
| - Added proper error handling | |
| - Fixed result processing | |
| - Current endpoint: Using queue system with /queue/join and /queue/status | |
| ### 2. Backend (Hugging Face Space) | |
| - Location: https://huggingface.co/spaces/pdarleyjr/T5 | |
| - Files Modified: | |
| * app.py | |
| - Added FastAPI integration | |
| - Configured CORS for GitHub Pages domain | |
| - Implemented queue system | |
| - Added proper error handling | |
| * requirements.txt | |
| - Verified all dependencies present: | |
| * transformers==4.36.2 | |
| * torch>=2.0.0 | |
| * gradio==5.13.2 | |
| * sentencepiece>=0.1.99 | |
| * fastapi>=0.104.1 | |
| * uvicorn>=0.24.0 | |
| * python-multipart>=0.0.6 | |
| ## Current Status | |
| ### Working Features | |
| - Queue system implementation ✓ | |
| - CORS configuration ✓ | |
| - Error handling ✓ | |
| - API endpoint structure ✓ | |
| ### Known Issues | |
| - Previous 404 errors on API endpoints | |
| - CORS issues with direct API access | |
| - Queue system configuration problems | |
| ### Latest Changes | |
| 1. Backend: | |
| - Implemented FastAPI with CORS middleware | |
| - Added proper queue handling | |
| - Using uvicorn server | |
| 2. Frontend: | |
| - Updated to use queue-based API endpoints | |
| - Improved error handling | |
| - Added proper result processing | |
| ## Next Steps | |
| 1. Verify Space is running properly | |
| 2. Test interaction between sites | |
| 3. Monitor for any errors | |
| 4. Address any remaining CORS issues | |
| ## Error History | |
| 1. Initial API Issues: | |
| - 404 errors on /run/predict endpoint | |
| - CORS configuration problems | |
| - Queue system not properly configured | |
| 2. Fixed Issues: | |
| - Updated API endpoints | |
| - Implemented proper queue system | |
| - Added FastAPI integration | |
| - Configured CORS properly | |
| ## Dependencies | |
| All required dependencies are properly configured in requirements.txt | |
| ## Current Configuration | |
| 1. Backend: | |
| - Using FastAPI with Gradio integration | |
| - CORS configured for GitHub Pages domain | |
| - Queue system enabled with max_size=20 | |
| - Running on port 7860 | |
| 2. Frontend: | |
| - Using queue-based API interaction | |
| - Proper error handling implemented | |
| - Result processing configured | |
| ## Testing Status | |
| - Backend changes pushed to Hugging Face Space | |
| - Frontend changes pushed to GitHub | |
| - Awaiting verification of interaction | |
| ## Notes for Next Agent | |
| - Monitor the Space's logs for any runtime errors | |
| - Check CORS headers in API responses | |
| - Verify queue system is functioning properly | |
| - Test with various input scenarios | |