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  5. Nearest Neighbor Search
Retrieval & Searchaka k-NN Search

Nearest Neighbor Search

Nearest neighbor search finds stored vectors closest to a query vector under a chosen distance measure.

Ask Melo about this← all terms

Exact search compares the query with every candidate, while approximate indexes trade some recall for lower latency and memory access. The returned neighbors serve as candidates for retrieval or recommendation.

Related terms

BM25Cosine SimilarityKnowledge GraphDense RetrievalInverted IndexQuery Expansion