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| # 自适应RAG系统依赖文件 | |
| # 运行以下命令安装: pip install -r requirements.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 | |
| chromadb>=0.4.0 | |
| sentence-transformers>=2.2.0 | |
| torch>=2.0.0 | |
| transformers>=4.30.0 | |
| # 文档处理 | |
| tiktoken>=0.5.0 | |
| beautifulsoup4>=4.12.0 | |
| requests>=2.31.0 | |
| # 网络搜索 | |
| tavily-python>=0.3.0 | |
| # 数据处理 | |
| numpy>=1.24.0,<2.0 # 避免NumPy 2.x兼容性问题 | |
| pandas>=2.0.0 | |
| # 工具库 | |
| python-dotenv>=1.0.0 | |
| pydantic>=2.0.0 | |
| typing-extensions>=4.0.0 | |
| # 开发工具（可选） | |
| jupyter>=1.0.0 | |
| ipykernel>=6.0.0 | |
| matplotlib>=3.7.0 | |
| seaborn>=0.12.0 | |
| # GraphRAG相关（可选） | |
| networkx>=3.1 # 图结构处理 | |
| python-louvain>=0.16 # 社区检测 |