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| # Web Framework và API | |
| fastapi==0.116.1 | |
| uvicorn==0.35.0 | |
| python-multipart==0.0.12 | |
| # Pydantic cho validation và serialization | |
| pydantic==2.11.7 | |
| pydantic-settings==2.* | |
| # Machine Learning Core | |
| numpy==2.3.* | |
| scikit-learn==1.7.1 | |
| xgboost==3.0.4 | |
| joblib==1.4.* | |
| # LangChain và AI Integration | |
| langgraph==0.6.* | |
| langchain==0.3.* | |
| langchain-core==0.3.* | |
| langchain-google-genai==2.0.* | |
| langchain-text-splitters==0.3.* | |
| # Google AI | |
| google-generativeai==0.8.* | |
| # Configuration và Environment | |
| python-dotenv==1.0.* | |
| typing-extensions==4.12.* | |
| # HTTP Requests (if needed for external APIs) | |
| requests==2.32.* | |
| aiohttp==3.10.* | |
| # Data Processing | |
| pandas==2.2.* | |
| # UI Framework | |
| gradio==4.44.1 | |
| # Development và Testing (optional) | |
| # pytest==8.3.* | |
| # pytest-asyncio==0.24.* | |