fa7656ae0d
- 重构项目目录结构，添加src目录包含data/models/agent/llm模块 - 实现数据预处理、验证和分割功能 - 添加机器学习模型训练和预测功能 - 实现LLM服务集成DeepSeek API - 构建Agent框架实现工具调用和结果整合 - 添加Streamlit可视化应用 - 更新项目配置和依赖管理 - 删除无用文件和旧实现代码
23 lines
576 B
TOML
23 lines
576 B
TOML
[project]
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name = "spam-classification-system"
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version = "0.1.0"
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description = "垃圾短信分类系统 - 传统机器学习 + LLM + Agent"
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readme = "README.md"
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requires-python = ">=3.12"
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dependencies = [
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"polars>=0.20.0",
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"pandas>=2.2.0",
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"pandera>=0.18.0",
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"scikit-learn>=1.3.0",
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"lightgbm>=4.0.0",
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"openai>=1.0.0",
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"pydantic>=2.0.0",
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"pydantic-ai>=0.1.0",
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"streamlit>=1.20.0",
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"seaborn>=0.13.0",
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"python-dotenv>=1.0.0",
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"nltk>=3.8.0"
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]
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[[tool.uv.index]]
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name = "tencent"
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url = "https://mirrors.cloud.tencent.com/pypi/simple/" |