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Lakebase Search: vector and BM25 on Neon

calendar_today July 2, 2026 person Savannah Longoria domain neon

Neon launched the beta of Lakebase Search, combining hybrid vector and full-text retrieval through two Postgres extensions. It uses IVF plus RaBitQ indexing instead of HNSW, and BM25 search with top-K pushdown optimization, with indexes stored on object storage so they persist through scale-to-zero and branch instantly.

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