Semantic search across synced Google Drive files

UpdateJul 16, 2026VerifiedAdded Sep 22, 2026

Semantic search covers synced Google Drive files including text extracted from PDFs, Word documents, spreadsheets, presentations, CSV, and plain text.

Vector search

Read Airbyte's release notes

https://docs.airbyte.com/release_notes/agents#july-16-2026

Summaries of vendors' own notes. Product names and logos belong to their owners; logos via logo.dev.

More Airbyte releases

AirbyteJul 16, 2026

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.

UpdateDeveloper toolsSource

AirbyteJul 15, 2026

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.

UpdateAI agentsMCPSQLSource

AirbyteJul 14, 2026

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.

UpdateSecuritySource

AirbyteJul 14, 2026

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.

UpdateStreamingData integrationSource

AirbyteJul 14, 2026

HubSpot connector manages record associations

Agents can link HubSpot records, create labeled associations, list associations, and remove them.

UpdateAI agentsData integrationSource

AirbyteJul 14, 2026

Agents SDK structured chunked download content

Connector download operations can return file content in JSON-safe chunks with byte range and remaining-content information.

UpdateAI agentsData integrationDeveloper toolsSource

AirbyteJul 20, 2026

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.

UpdateAI agentsData integrationSource

AirbyteJul 20, 2026

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.

UpdateAI agentsData integrationDeveloper toolsSource

Also shipped on Jul 16, 2026

Snowflake SnowflakeJul 16, 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 .

PreviewSource

Snowflake SnowflakeJul 16, 2026

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.

GASQLSource

Databricks Unity CatalogJul 16, 2026

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 .

GASQLGovernanceNotebooksSource

Databricks Agent Bricks and Mosaic AIJul 16, 2026

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...

GASQLGovernanceSecuritySource

Databricks Databricks Data Intelligence PlatformJul 16, 2026

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.

BetaAI agentsSQLBISource

Databricks Agent Bricks and Mosaic AIJul 16, 2026

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.

DeprecationLLMsSource