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Building live intelligence: Databricks AI Search supports Streaming Tables, Materialized Views, and Managed tables using Iceberg

Databricks Blog · Oct 26, 2026 · Product Launches

Databricks AI Search now natively supports Streaming Tables, Materialized Views, and Managed Iceberg tables

Databricks has expanded AI Search to support real-time and managed data formats including Streaming Tables, Materialized Views, and Managed tables using Apache Iceberg. This enables live intelligence use cases where search indexes stay current with continuously updated data. The update is an incremental infrastructure improvement rather than a major strategic shift.

databricks ai-search streaming iceberg data-infrastructure

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