BigQuery hybrid search with VECTOR_SEARCH and AI.SEARCH is restored
Hybrid search combining semantic and lexical search through VECTOR_SEARCH has been restored, as has HYBRID mode in the AI.SEARCH function.
Also shipped Aug 3, 2026Google Cloud in August 2026 →
Inline Stored Procedures for hybrid tables (Public preview)
Inline Stored Procedures for hybrid tables are now available in public preview. Inline Stored Procedures are a new type of Snowflake stored procedure designed for operational workloads on hybrid tables.
Organization Hub (General availability)
The Insights page under Organization Hub presents interactive tiles that show trends, alerts, and summary data for your entire organization. The feature is now generally available to customers who have ORGANIZATION_USAGE premium views enabled, and is no longer in Preview .
AI Agents Inventory in the Trust Center AI Security tab (Preview)
With this preview release, the AI Security tab in the Trust Center includes an AI Agents Inventory section. This section provides a consolidated inventory of the Cortex Agents in your account, filtered by one or more categories, so that you can identify which agents to assess or investigate for better governance and security posture.
Trust Center AI Security scanner package and tab (General availability)
The AI Security scanner package and the AI Security tab in the Trust Center are now generally available. Use them to monitor AI-related configurations and usage in your account, and to review the security posture of AI workloads that use Cortex Agents, Snowflake CoWork, or Cortex Code from a single dashboard.
Serverless compute access control is now generally available
Serverless compute access control is now generally available. Workspace admins can govern who runs serverless workloads through two built-in serverless compute objects: Default Interactive Compute (governs access to notebooks and Databricks Connect) and Default Automated Compute (governs access to jobs and Spark Declarative Pipelines on Lakeflow).
Secrets in Unity Catalog is GA
Secrets in Unity Catalog is now generally available. You can store, govern, and access secrets as securable objects in Unity Catalog. A Unity Catalog secret uses the three-level namespace ( catalog.schema.secret ) and is governed by Unity Catalog privileges, so you can apply the same access controls and auditing that you use for other data assets.
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BigQuery cross-cloud connections query AWS, Azure and Salesforce in preview
Cross-cloud connections query data in AWS, Azure and Salesforce Data 360 from all BigQuery regions, support more BigQuery features and are more cost efficient than BigQuery Omni connections.
BigQuery JDBC driver adds OpenTelemetry tracing and logging
The JDBC driver for BigQuery now supports OpenTelemetry for tracing and logging, with automatic exports to Google Cloud Observability, helping monitor and troubleshoot database interactions. It is generally available.
You can add tables, views, data sources, and data quality tests as tasks to BigQuery pipelines
You can add tables, views, data sources, and data quality tests as tasks to BigQuery pipelines. For more information, see Add a pipeline task . This feature is generally available .
You can audit when users download query results by using the BigQuery console
You can audit when users download query results by using the BigQuery console. Data Access audit logs for the tabledata.list method now include a uiDownloadRequest field to indicate whether the request was triggered by a UI download. This feature is generally available (GA).
BigQuery Data Transfer Service adds incremental Klaviyo transfers in preview
Klaviyo transfers to BigQuery can now load data incrementally instead of in full.
BigQuery supports gemini-3.1-flash-lite and gemini-3.5-flash GA models
Both models work in all BigQuery generative AI functions and are available on the us, eu and global multi-regional endpoints.
You can discover commercial BigQuery sharing listings on Google Cloud Marketplace with the Marketplace filter
You can discover commercial BigQuery sharing listings on Google Cloud Marketplace with the Marketplace filter. For more information, see Subscribe to a Cloud Marketplace-integrated listing . This feature is generally available (GA).
BigQuery APPENDS and CHANGES change history functions are GA
The APPENDS and CHANGES functions return the rows appended to or changed in a table over a time range, useful for incremental processing and auditing.