| # Amazon Multimodal RAG - Python Dependencies | |
| # Install with: pip install -r requirements.txt | |
| # Web Framework | |
| fastapi>=0.104.0 | |
| uvicorn[standard]>=0.24.0 | |
| # AI/ML Core | |
| transformers>=4.35.0 | |
| torch>=2.1.0 | |
| clip @ git+https://github.com/openai/CLIP.git | |
| # OpenAI API (for GPT-4) | |
| openai>=1.12.0 | |
| # Environment Variables | |
| python-dotenv>=1.0.0 | |
| # Vector Database | |
| chromadb>=0.4.0 | |
| # Data Processing | |
| pandas>=2.0.0 | |
| numpy>=1.24.0 | |
| # Image Processing | |
| pillow>=10.0.0 | |
| # HTTP Utilities | |
| requests>=2.31.0 | |
| # File Upload Support | |
| python-multipart>=0.0.6 | |
| # Optional: Accelerate for faster model loading | |
| accelerate>=0.24.0 | |
| # Optional: Better tokenizers | |
| sentencepiece>=0.1.99 | |
| protobuf>=3.20.0 | |