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  5. Approximate Nearest Neighbor
Retrieval & Searchaka ANN

Approximate Nearest Neighbor

Approximate nearest-neighbor search finds likely close vectors without exhaustively comparing the query with every stored vector.

Ask Melo about this← all terms

Graph, tree, hashing, or partition-based indexes narrow the search to promising regions. Tunable parameters balance query latency, memory, and the chance of missing true nearest neighbors.

Related terms

Context InjectionPassage RetrievalInverted IndexQuery Expansion