Databricks Lakebase Search Goes GA With Vector ANN and True BM25 Text Search

Wise_Ear_4064 · reddit · 2026-09-30

Databricks announced GA for two new Lakebase Search extensions: Lakebasevector for fast, scalable ANN over existing pgvector, and Lakebasetext for true BM25 ranking over tsvector. The features target agent use cases like agent memory and agentic RAG—the database lives alongside agent environments and integrates with frameworks like LangGraph and LangChain with one line of code, letting you turn existing OLTP datasets into vector-searchable data without adding a separate vector system.

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