Releasesby GlyphAgents SDK document downloads return paged readable text
Downloading a document through a connector returns readable text in pages, each indicating how much text came back and whether more is available.
Also shipped Aug 10, 2026Airbyte in August 2026 →
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.
AI_MULTI_EMBED support for large video files in semantic video search (General availability)
Snowflake Cortex AI_MULTI_EMBED is now generally available for semantic video search with support for large video files up to 6 GB using the TwelveLabs Marengo Embed 3.0 model, enabling organizations to index and search production-grade video content directly in Snowflake.
Amazon S3 Tables Iceberg REST catalog integration (General availability)
Snowflake can now connect directly to the Amazon S3 Tables Iceberg REST endpoint, so you don’t need to create an AWS Glue integration. This capability is now generally available.
Request Access in Workspaces (Preview)
With this preview release, you can resolve access-related SQL errors in Workspaces by submitting access requests directly from Snowsight. When a query fails because of missing privileges and the user can’t self-resolve the issue by switching roles, the user can submit a request with a reason.
READ METADATA privilege is GA
The READ METADATA privilege is now generally available in Unity Catalog. READ METADATA provides read-only visibility into the same metadata available to the object's owner or a user with MANAGE , including security-sensitive information that BROWSE doesn't expose, such as privilege grants, row filters and column masks, and ABAC policies.
Notion connector (Beta)
The managed Notion connector in Lakeflow Connect is now available in Beta. The connector ingests pages, data sources, databases, blocks, comments, and users from Notion into Databricks. See Notion connector .
More from AirbyteEvery Airbyte release →
Airbyte Self-Managed 2.2 released, one-way database upgrade
Airbyte 2.2 migrations drop tables that 2.1.x depends on, so the upgrade is one-way and rolling back to 2.1.x is not supported. Take a database backup before upgrading.
Airbyte 2.2 community deployments drop HTTP Basic API credentials
Community deployments no longer accept HTTP Basic credentials on the API. Callers must switch to an access token from /api/v1/applications/token.
Airbyte 2.2 Helm charts accept namespaceOverride
Both the main chart and the data plane chart accept a top-level namespaceOverride value that controls the namespace written onto chart resources.
Airbyte 2.2 sizes replication orchestrator separately from jobs
The server reads global.workloads.resources.replication settings for the replication orchestrator, and global.jobs.resources is deprecated in favor of global.workloads.resources.mainContainer.
Semantic search for GitHub issues, pull requests and comments
Agents can search GitHub by meaning, including issue descriptions, pull request descriptions, and comments.
Context Store status warns about stale cached data
Context Store status warns when cached data is getting old.
Agents chat asks clarifying questions on ambiguous requests
For ambiguous requests, chat asks a short clarifying question with options; users can pick, answer, or skip.
Connector setup opens the form before the AI setup assistant
New source or destination setup now opens the configuration form first, with an Agent/Form toggle to switch to the AI assistant.