| # requirements.txt | |
| fastapi==0.95.2 | |
| uvicorn==0.22.0 | |
| pymupdf==1.22.5 | |
| nltk==3.8.1 | |
| python-multipart==0.0.6 | |
| transformers==4.31.0 | |
| torch==2.0.1 | |
| scikit-learn==1.2.2 | |
| numpy==1.24.3 | |
| # fastapi>=0.95.2,<1.0.0 # Pinning to major version for stability | |
| # uvicorn>=0.22.0,<0.25.0 # With compatible ASGI server range | |
| # transformers>=4.31.0,<4.35.0 # Keeping within known-compatible versions | |
| # torch>=2.0.1,<2.1.0 # Matching your CUDA/CPU requirements | |
| # pymupdf>=1.22.5,<1.24.0 # Stable PDF processing | |
| # python-multipart>=0.0.6 # For file uploads | |
| # scikit-learn>=1.2.0,<1.4.0 # For cosine_similarity | |
| # nltk>=3.8.1,<3.9.0 # For sentence tokenization | |
| # numpy>=1.23.0,<1.26.0 # For numerical operations | |