Data and AI releases

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ai_prep_search supports plain text and markdown input (Beta)

BetaVerified

The ai_prep_search() SQL function now accepts plain text and markdown STRING content in addition to the structured VARIANT output of ai_parse_document . You can now chunk and prepare text that you already have as a string for AI Search indexing and retrieval-augmented generation (RAG) pipelines, without first running it through document parsing.

Vector searchSQLData integration

Read on docs.databricks.com

Also shipped Aug 25, 2026Databricks in August 2026 →

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Query text is now masked by default in system tables and APIs

Because SQL statements can contain sensitive information, Databricks now masks query text in the following places: statement_text in system.query.history returns . query_text in the Query History API and the List Queries API returns . Keys in request_params in system.access.audit that contain SQL definitions are omitted.

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Private network gateway is in Private Preview

Private network gateway is in Private Preview . A private network gateway connects Databricks serverless compute to resources in your VPC, on-premises systems, and the internet through a single managed gateway, reusing your existing network connectivity configuration (NCC).

Preview
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Databricks Runtime 19: August 24, 2026

Library and environment updates Updated Java from Zulu21.50+19-CA to Zulu21.52+15-CA . Updated Java libraries: com.fasterxml.jackson.core.jackson-annotations from 2.21 to 2.22 com.fasterxml.jackson.core.jackson-core from 2.21.2 to 2.22.1 com.fasterxml.jackson.core.jackson-databind from 2.21.2 to 2.22.1 com.fasterxml.jackson.datatype.jackson-datatype-joda...

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Zhipu AI GLM 5.3 now available as a Databricks-hosted model

Model Serving now supports GLM 5.3 as a Databricks-hosted model in supported US and Americas regions. This text-only mixture of experts (MoE) model supports a context window of up to 1,048,576 tokens, up to 65,536 output tokens, function calling, structured output, coding, agentic tool use, and always-on reasoning.

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Restrict service principal OAuth secrets to specific API scopes

You can now restrict a service principal's OAuth secret to specific API scopes, such as sql or jobs , instead of all APIs. A token minted from a scoped secret can't exceed those scopes, which limits the impact of a leaked secret. See Authorize service principal access to Databricks with OAuth .

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ai_transcribe function (Beta)

The ai_transcribe() SQL function transcribes an audio file into text. It returns the transcript as time-stamped segments, and labels each segment with a speaker when speaker diarization is enabled for your workspace. The output is a VARIANT value, so you can chain it into other AI Functions. This feature is in Beta . See ai_transcribe function .

Beta
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Upcoming end of life for the Supervisor API

The Supervisor API (Beta) reaches end of life on September 30, 2026. After that date, the API is no longer available. Databricks recommends migrating to custom agents on Databricks Apps . See Supervisor API (Beta) (deprecated) .

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Write data back to Databricks from Google Sheets

The Databricks Connector for Google Sheets now lets you write data from Google Sheets back to a Unity Catalog table. You can create a new table or overwrite an existing table without leaving Google Sheets. See Write data back to Databricks from Google Sheets .

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