Agents SDK document downloads return paged readable text

UpdateAug 10, 2026VerifiedAdded Sep 22, 2026

Downloading a document through a connector returns readable text in pages, each indicating how much text came back and whether more is available.

AI agents Data integration Developer tools

Read Airbyte's release notes

https://docs.airbyte.com/release_notes/agents#august-10-2026

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

More Airbyte releases

AirbyteAug 10, 2026

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.

UpdateSource

AirbyteAug 10, 2026

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.

DeprecationDeveloper toolsSource

AirbyteAug 10, 2026

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.

UpdateDeveloper toolsSource

AirbyteAug 10, 2026

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.

UpdateData integrationSource

AirbyteAug 10, 2026

Semantic search for GitHub issues, pull requests and comments

Agents can search GitHub by meaning, including issue descriptions, pull request descriptions, and comments.

UpdateAI agentsVector searchSource

AirbyteAug 10, 2026

Context Store status warns about stale cached data

Context Store status warns when cached data is getting old.

UpdateSource

AirbyteAug 11, 2026

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.

UpdateAI agentsSource

AirbyteAug 12, 2026

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.

UpdateAI agentsData integrationSource

Also shipped on Aug 10, 2026

Google Cloud BigQueryAug 10, 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.

GALLMsSQLSource

Snowflake Snowflake Cortex AIAug 10, 2026

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.

GAAI agentsVector searchStreamingSource

Snowflake SnowflakeAug 10, 2026

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.

GASQLGovernanceApache IcebergSource

Snowflake SnowflakeAug 10, 2026

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.

PreviewSQLSecuritySource

Databricks Unity CatalogAug 10, 2026

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.

GAGovernanceSecurityObservabilitySource

Databricks LakeflowAug 10, 2026

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 .

BetaData integrationSource