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Danish Nasir Shaikh

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Open access Sep 2026

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...

Danish Nasir Shaikh · 0 citations

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