马一丁
85 lines
1.7 KiB
Plaintext
85 lines
1.7 KiB
Plaintext
# ========================================
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# Weibo舆情分析多智能体系统依赖包
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# 适用于Windows环境 + Conda部署
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# ========================================
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# ===== 核心Web框架 =====
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flask==2.3.3
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flask-socketio==5.3.6
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streamlit==1.28.1
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python-socketio==5.8.0
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eventlet==0.33.3
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# ===== HTTP请求和异步 =====
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requests==2.31.0
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httpx==0.28.1
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aiofiles==23.2.1
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aiohttp>=3.8.0
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PySocks>=1.7.1
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# ===== LLM接口 =====
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openai>=1.3.0
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# deepseek-ai>=0.1.0 # 使用OpenAI格式
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# ===== 搜索API =====
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tavily-python>=0.3.0
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# ===== 数据处理 =====
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pandas>=2.0.0
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numpy>=1.24.0
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regex>=2023.8.8
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jieba==0.42.1
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# ===== 数据库 =====
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pymysql==1.1.0
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aiomysql==0.2.0
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aiosqlite==0.21.0
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redis>=4.6.0
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SQLAlchemy==2.0.35
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asyncpg==0.29.0
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cryptography==42.0.7
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# ===== 爬虫相关 =====
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playwright==1.45.0
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Pillow==9.5.0
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opencv-python>=4.8.0
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beautifulsoup4>=4.12.0
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lxml>=4.9.0
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parsel==1.9.1
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pyexecjs==1.5.1
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# ===== 可视化 =====
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plotly>=5.17.0
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matplotlib==3.9.0
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wordcloud==1.9.3
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# ===== PDF生成 =====
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weasyprint>=60.0 # PDF导出，支持Python 3.9-3.13
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# ===== 机器学习（可选，用于情感分析，不安装也没事写了容错程序） =====
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torch>=2.0.0 # CPU版本
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transformers>=4.30.0
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scikit-learn>=1.3.0
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xgboost>=2.0.0
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# 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
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# ===== 工具库 =====
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python-dotenv>=1.0.0
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python-dateutil>=2.8.2
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pytz>=2023.3
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tqdm>=4.65.0
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tenacity==8.2.2
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loguru>=0.7.0
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pydantic==2.5.2
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pydantic-settings==2.2.1
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json-repair==0.53.0
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# ===== 开发工具（可选） =====
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pytest>=7.4.0
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black>=23.0.0
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flake8>=6.0.0
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# ===== Web服务器 =====
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fastapi==0.110.2
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uvicorn==0.29.0
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