ANNex: Efficient Filtered Approximate Nearest Neighbor Search via Graph-Traversal Metadata Filtering
Approximate Nearest Neighbor (ANN) search is a foundational primitive in modern recommendation and retrieval systems. However, production deployments routinely require filtered ANN search-retrieving the top- K nearest neighbors that also satisfy metadata predicates-a requirement that popular highperformance libraries s...