[KongchangAI]
ConceptReranking / 文档重排 / 重排模块

Reranking

A module in a RAG pipeline that performs secondary sorting of candidate documents retrieved in an initial retrieval stage. It is typically implemented using a cross-encoder and achieves higher precision than vector similarity-based retrieval.

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Oct 28

Vector retrieval (coarse ranking) is fast but lacks deep semantic understanding and may recall irrelevant content, so re-ranking is needed for fine ranking.

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