What is Reranking?
AI EngineeringLast updated:
A second-stage retrieval step that rescores and reorders initial search results for improved relevance.
Reranking models like Cohere Rerank and cross-encoder models evaluate query-document pairs more thoroughly than first-stage retrieval. Applied after initial vector search, reranking significantly improves the precision of top results fed to the LLM.