| # EmpathRAG - Python Dependencies | |
| # Install order matters - read INSTALL NOTES below before running pip install | |
| # ── INSTALL NOTES ────────────────────────────────────────────────────────────── | |
| # 1. PyTorch (CUDA) - install FIRST before anything else: | |
| # pip install torch==2.5.1+cu121 --index-url https://download.pytorch.org/whl/cu121 | |
| # | |
| # 2. llama-cpp-python (CUDA wheel) - install SECOND: | |
| # pip install llama_cpp_python==0.3.4 --extra-index-url https://abetlen.github.io/llama-cpp-python/whl/cu121 | |
| # | |
| # 3. Everything else: | |
| # pip install -r requirements.txt | |
| # | |
| # 4. Force correct numpy (faiss requires <2.0): | |
| # pip install "numpy==1.26.4" --force-reinstall | |
| # ────────────────────────────────────────────────────────────────────────────── | |
| # HuggingFace stack | |
| transformers==4.57.6 | |
| peft==0.18.1 | |
| datasets==2.18.0 | |
| accelerate==1.13.0 | |
| evaluate==0.4.1 | |
| # Retrieval | |
| faiss-cpu==1.9.0 | |
| sentence-transformers==3.4.1 | |
| # Explainability | |
| captum==0.7.0 | |
| # Evaluation | |
| ragas==0.1.21 | |
| bert-score==0.3.13 | |
| rank-bm25==0.2.2 | |
| scipy==1.17.1 | |
| scikit-learn==1.8.0 | |
| # Demo | |
| gradio==4.44.1 | |
| fastapi==0.115.5 | |
| starlette==0.41.3 | |
| pydantic==2.10.6 | |
| # Data / Utilities | |
| pandas==2.3.3 | |
| numpy==1.26.4 | |
| tqdm==4.67.3 | |
| kaggle==1.6.3 | |
| # Support Plan export (counselor-friendly PDF) | |
| fpdf2==2.8.4 | |