Filtered Approximate Nearest Neighbor Search in Vector Databases: System Design and Performance Analysis

Abylay Amanbayev, Brian Tsan, Tri Dang +1

Retrieval-Augmented Generation (RAG) applications increasingly rely on Filtered Approximate Nearest Neighbor Search (FANNS) to combine semantic retrieval with metadata constraints.…