# ======================================== # Weibo舆情分析多智能体系统依赖包 # 适用于Windows环境 + Conda部署 # ======================================== # ===== 核心Web框架 ===== flask==2.3.3 flask-socketio==5.3.6 streamlit==1.28.1 python-socketio==5.8.0 eventlet==0.33.3 # ===== HTTP请求和异步 ===== requests==2.31.0 httpx==0.28.1 aiofiles==23.2.1 aiohttp>=3.8.0 PySocks>=1.7.1 # ===== LLM接口 ===== openai>=1.3.0 # deepseek-ai>=0.1.0 # 使用OpenAI格式 # ===== 搜索API ===== tavily-python>=0.3.0 # ===== 数据处理 ===== pandas>=2.0.0 numpy>=1.24.0 regex>=2023.8.8 jieba==0.42.1 # ===== 数据库 ===== pymysql==1.1.0 aiomysql==0.2.0 aiosqlite==0.21.0 redis>=4.6.0 SQLAlchemy==2.0.35 asyncpg==0.29.0 cryptography==42.0.7 # ===== 爬虫相关 ===== playwright==1.45.0 Pillow==9.5.0 opencv-python>=4.8.0 beautifulsoup4>=4.12.0 lxml>=4.9.0 parsel==1.9.1 pyexecjs==1.5.1 # ===== 可视化 ===== plotly>=5.17.0 matplotlib==3.9.0 wordcloud==1.9.3 # ===== 机器学习(可选,用于情感分析,不安装也没事写了容错程序) ===== torch>=2.0.0 # CPU版本 transformers>=4.30.0 scikit-learn>=1.3.0 xgboost>=2.0.0 # NOTE:如果要安装GPU版本的torch,指令为pip3 install torch torchvision --index-url https://download.pytorch.org/whl/cu126 # ===== 工具库 ===== python-dotenv>=1.0.0 python-dateutil>=2.8.2 pytz>=2023.3 tqdm>=4.65.0 tenacity==8.2.2 loguru>=0.7.0 pydantic==2.5.2 pydantic-settings==2.2.1 json-repair==0.53.0 # ===== 开发工具(可选) ===== pytest>=7.4.0 black>=23.0.0 flake8>=6.0.0 # ===== Web服务器 ===== fastapi==0.110.2 uvicorn==0.29.0