Query-aware Routing for Filtered Approximate Nearest Neighbors Search

Qianqian Xiong, Mengxuan Zhang

Filtered ANN search, which combines vector similarity with attribute predicates, is a core primitive in modern vector databases and retrieval-augmented generation. We benchmark all…