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arxiv_cs_lg ยท Nov 11, 2026 ยท paper

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REWEAVE: Online Learning for Workload-Adaptive HNSW Indexes

arxiv.orgNov 11, 2026
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In brief

Vector databases rely on Hierarchical Navigable Small World (HNSW) indexes for similarity search, but a graph built from data alone can be poorly matched to a skewed or changing query workload. We present REWEAVE (Rew...

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