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# github-semantic-search
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基于向量匹配及 LLM 二次过滤的 Github 仓库搜索工具：拒绝重复造轮子，快速找到已有高质量仓库
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Vector Matching and LLM-Based Secondary Filtering for GitHub Repository Search: Avoiding Reinvention and Rapidly Identifying High-Quality Existing Repositories
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## 使用
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### 1. 在线使用
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访问 [https://huggingface.co/spaces/zhaoyu/github-semantic-search](https://huggingface.co/spaces/zhaoyu/github-semantic-search)
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### 2. 本地运行
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```bash
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# 1. 安装依赖
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pip install -r requirements.txt
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# 2. 获取 github 仓库数据 + 向量化存储
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python deal_data.py
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# 3. 运行聊天界面
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python chat.py
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```
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## 功能
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- 基于向量匹配的 Github 仓库搜索
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- 基于 LLM 的仓库二次过滤
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- 基于 LLM 的仓库关键词扩展
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- 基于 LLM 的仓库描述生成
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