Releasesby GlyphSemantic search across synced Google Drive files
Semantic search covers synced Google Drive files including text extracted from PDFs, Word documents, spreadsheets, presentations, CSV, and plain text.
Also shipped Jul 16, 2026Airbyte in July 2026 →
DCM Projects: New capabilities (Preview)
DCM Projects now supports the following capabilities in preview: For more information, see Supported object types in DCM Projects and Deploy and manage DCM Projects .
VOLATILE scalar UDFs are supported with dynamic table incremental refresh (General availability)
VOLATILE scalar user-defined functions (UDFs) are now supported with dynamic table incremental refresh in INCREMENTAL, AUTO, and ADAPTIVE refresh modes. This applies to scalar UDFs written in Python, Java, Scala, JavaScript, and SQL. For incremental refresh, VOLATILE UDFs are supported only in the SELECT clause.
Scala and Java UDFs in Unity Catalog are now generally available
Register Scala and Java user-defined functions (UDFs) in Unity Catalog and reuse them across notebooks, jobs, and SQL warehouses with Unity Catalog governance. Reuse existing JVM logic and get better performance than Python UDFs on all compute, including serverless. See Scala and Java user-defined functions (UDFs) in Unity Catalog .
MLflow trace storage in Unity Catalog is now generally available
MLflow trace storage in Unity Catalog tables is now generally available. Databricks recommends storing traces in Unity Catalog for new and production workloads: storage is unlimited, traces are stored in OpenTelemetry (OTel) format, access is governed through Unity Catalog schema and table permissions, and you can query traces with SQL, Genie, AI/BI...
Agentic code converter is in Beta
The agentic code converter is in Beta . Use it to convert legacy SQL dialects, such as T-SQL, Snowflake, Redshift, Oracle, BigQuery, and Teradata, to ANSI SQL in migration projects in your workspace.
Google Gemini 3 Pro is retired
Google Gemini 3 Pro is retired. Gemini 3.1 Pro is the recommended replacement. See Deprecated and retired models for migration guidance.
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Google Drive SDK typed Context Store searches
The Google Drive SDK supports typed Context Store searches across file content and applies the required media parameter on downloads automatically.
Agent MCP read-only SQL queries skip write approval
With the Airbyte Agent MCP, read-only SQL queries against synced data no longer prompt for write approval.
SSO rejects sign-ins from unverified email domains
Organizations using SSO now reject sign-ins when the identity provider presents a user from an email domain the organization hasn't verified.
Connector Builder stream test checks only the tested stream
The Connector Builder test button checks configuration errors only in the stream being tested plus global and user input settings.
HubSpot connector manages record associations
Agents can link HubSpot records, create labeled associations, list associations, and remove them.
Agents SDK structured chunked download content
Connector download operations can return file content in JSON-safe chunks with byte range and remaining-content information.
Connector detail page with entities, Context Store and activity
Each connector has a detail page with its entities, Context Store status, and recent agent request activity, including per-entity read and write counts.
Agents SDK agent_tool decorator for unsupported frameworks
The agent_tool decorator wires connector tools into agent frameworks the SDK doesn't natively support. Tool failures raise a catchable AirbyteToolError.