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| # GPU-Optimized Multimodal RAG Requirements | |
| # Core | |
| streamlit>=1.28.0 | |
| numpy>=1.21.0 | |
| pandas>=1.3.0 | |
| # Document processing | |
| PyMuPDF>=1.23.0 | |
| python-docx>=0.8.11 | |
| easyocr>=1.7.0 | |
| Pillow>=9.0.0 | |
| # Audio processing | |
| openai-whisper>=20231117 | |
| librosa>=0.10.0 | |
| soundfile>=0.12.0 | |
| # GPU-accelerated ML | |
| torch>=2.0.0 | |
| transformers>=4.30.0 | |
| sentence-transformers>=2.2.0 | |
| faiss-cpu>=1.7.4 | |
| # Local LLM | |
| gpt4all>=2.5.0 | |