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Lakebase Search: State-of-the-art full text and vector search for Postgres

Databricks Blog · Sep 28, 2026 · Product Launches

Databricks launches Lakebase Search with full-text and vector search natively in Postgres for AI agents

Databricks is expanding Lakebase, its Postgres-compatible database, with integrated full-text and vector search capabilities purpose-built for AI agent workloads. The announcement frames traditional OLTP systems as insufficient for agent search demands, positioning Lakebase Search as a purpose-built alternative. This matters because it consolidates transactional storage and semantic search into one system, reducing the need for bolt-on vector DBs in AI stacks.

databricks lakebase vector-search postgres ai-agents infrastructure

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