Abstract: With the rapid development of neural networks, strip steel surface defect detection, as an important task in computer vision, has achieved remarkable progress. However, state-of-the-art ...
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。
Postdoctoral researchers face extreme career precarity. Funding pressures and systemic bottlenecks have sparked a global movement to restructure postdoctoral training.
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