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本文将构建一个混合RAG系统,并行使用FAISS语义检索与BM25关键词检索,通过互惠排名融合(RRF)合并结果,以兼顾理解力与精确度。借助LangGraph编排流程、Streamlit实现可视化界面,支持切换检索模式并透明展示检索块与得分,有效解决单一检索器的失效问题。
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