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yyf2002-oos/rag-doctor — AI/Bot Repository
本地化医学文献 RAG 问答系统。覆盖毕业论文文献调研、科研综述撰写、临床指南查阅、药学信息查询等场景 ，同时具备小数据量下的生产级可用性。支持多篇中英文医学论文 PDF（糖尿病、心血管、BMI 等）的智能检索与生成式问答。基于 Faiss 语义向量 + BM25 关键词 + Cross-Encoder 重排序三重检索 pipeline，模块化设计可自由切换嵌入模型、生成模型与重排序模型。全程不依赖任何第三方 API，基于 Ollama 本地部署 bge-m3 嵌入模型与 qwen2:7b 生成模型，确保医学数据隐私安全。实现了多会话隔离、流式 SSE 输出、异步 PDF 上传、前端历史持久化等生产级特性。
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