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| # GPU优化版依赖文件 - 针对RTX 4090 Linux环境 | |
| # 安装命令: pip install -r requirements_gpu.txt | |
| # 核心框架 | |
| langchain>=0.1.0 | |
| langgraph>=0.0.40 | |
| langchain-community>=0.0.20 | |
| langchain-core>=0.1.0 | |
| # LLM集成 | |
| langchain-ollama>=0.1.0 | |
| # 向量数据库和嵌入（GPU优化版本） | |
| chromadb>=0.4.0 | |
| sentence-transformers>=2.2.0 | |
| # PyTorch GPU版本（CUDA 11.8支持） | |
| --index-url https://download.pytorch.org/whl/cu118 | |
| torch>=2.0.0+cu118 | |
| torchvision>=0.15.0+cu118 | |
| torchaudio>=2.0.0+cu118 | |
| # Transformers和加速库 | |
| transformers>=4.30.0 | |
| accelerate>=0.20.0 | |
| # GPU加速向量搜索 | |
| faiss-gpu>=1.7.4 | |
| # CUDA支持库 | |
| cupy-cuda12x>=12.0.0 | |
| # 文档处理 | |
| tiktoken>=0.5.0 | |
| beautifulsoup4>=4.12.0 | |
| requests>=2.31.0 | |
| rank-bm25>=0.2.2 # BM25检索，用于混合搜索 | |
| # 网络搜索 | |
| tavily-python>=0.3.0 | |
| # 数据处理（兼容版本） | |
| numpy>=1.24.0,<2.0 | |
| pandas>=2.0.0 | |
| # 工具库 | |
| python-dotenv>=1.0.0 | |
| pydantic>=2.0.0 | |
| typing-extensions>=4.0.0 | |
| # 系统监控 | |
| gputil>=1.4.0 | |
| psutil>=5.9.0 | |
| # 可选：Jupyter支持 | |
| jupyter>=1.0.0 | |
| ipykernel>=6.0.0 | |
| fastapi>=0.104.0 | |
| uvicorn>=0.23.0 | |
| python-multipart>=0.0.6 | |
| pyngrok>=7.0.0 | |
| cloudflared | |