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RudyGo8/TraceAgentic — AI/Bot Repository
设计并实现了一个具备自主迭代检索(retrieve-grade-rewrite-expand)的 TraceAgentic RAG 系统。通过 LangGraph 驱动 Agent 进行多步规划、相关性评估、重写查询与扩展检索,并实时输出 rag_step 进度与完整检索溯源(Trace),有效降低幻觉并提升可解释性。集成 MCP 工具实现文档与结构化数据(Git/MySQL)联合查询,支持文档批量上传与流式响应。相较于传统 RAG,该系统在复杂知识问答场景中展现出显著的自主决策与透明度优势。
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