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Reranking
A secondary pass using a specialized cross-encoder model to re-order initial retrieval candidates for higher accuracy.
Why it exists
Initial retrieval is fast but approximate. Rerankers evaluate query and document together for deeper accuracy.
How it works
Passes (Query, Chunk) pairs into a cross-encoder network (e.g. Cohere Rerank) that outputs precise relevance scores.