Releasesby GlyphSemantic Search in Airbyte Context Layer
Semantic search is now available for Airbyte sources synced to BigQuery and Snowflake. This feature allows AI agents to query data based on meaning rather than keywords.
Airbyte Release notes from Airbyte
96 releases · 1 this month
Airbyte Agents Zoho CRM connector available again (read-only)
Agents can read Zoho CRM leads, contacts, accounts, deals, and more and search them by attributes, from any Zoho data center region. The connector is read-only and available in the SDK.
Airbyte Agents Reddit Ads connector
A new Reddit Ads connector lets agents read businesses, ad accounts, campaigns, ad groups, and ads and search them by attributes. Performance metrics are not included.
Audit logs attribute Airbyte staff support actions to Airbyte Support
On Pro and Enterprise Flex plans, actions Airbyte staff take in an organization as part of a support case are attributed to Airbyte Support in audit logs instead of an employee email address.
Agents SDK renames api_search action to search
The api_search action for connector-native search such as Salesforce SOSL or Jira JQL is now called search. api_search still works but logs a deprecation warning.
Airbyte Cloud unused credits roll over for 3 months
Unused credits now roll over for 3 months instead of 2.
Billing page shows Flex plan for organizations without a subscription
Organizations without a subscription see the Flex plan alongside Standard, Plus, and Pro on the Billing page. Flex pairs Airbyte's managed control plane with customer-run data planes.
Large PDFs indexed in sections for agent search
Very long PDFs from file-syncing connectors such as Google Drive are processed in smaller sections so agents can search their full content.
Semantic search for Klaviyo email templates
Agents can search Klaviyo email templates by meaning, including template name and email body.
API client ID and secret visible to all organization members
Everyone in an organization can view the API client ID and secret on the Profile page; previously only administrators could.
Billing page shows next invoice date
The Billing page shows the date the next invoice is scheduled to be issued, also shown when cancelling a subscription or deleting a workspace.
Greenhouse connector moves to OAuth and latest Harvest API
The Greenhouse connector signs in with OAuth and uses Greenhouse's latest Harvest API, adding interviews and file attachments.
Agents SDK adds array_contains search filter
Search filters separate text matching (contains, case-insensitive) from list matching with the new array_contains operator.
Cron sync schedules support time zones via the API
Connections created or updated through the API can set a time zone for cron sync schedules instead of always using UTC.
Semantic search across Slack, HubSpot, Intercom, Monday.com, Asana and more
Search by meaning now covers Slack, HubSpot, Intercom, Monday.com, Asana, Greenhouse, and TikTok Marketing.
Agents SDK text filters use startswith, endswith and contains
Text filters on synced data use startswith, endswith, and case-insensitive contains, replacing the previous like operator.
Semantic search for Freshdesk
Agents can search Freshdesk tickets, contact and company notes, and satisfaction survey feedback by meaning, and filter by status, priority, or account tier.
Audit logs in customer buckets organized by organization and date
On Enterprise Flex, audit log files stored in a customer's own bucket are organized into folders by organization and date.
Google Ads SDK list methods drop page size parameter
Google Ads list methods no longer take a page size; pass the previous response's page token with the same query to page.
Agents SDK applies a default minimum similarity cutoff to searches
Searches against synced data filter out weakly related results by default, and the minimum similarity cutoff can be adjusted or turned off.
Semantic search for Zendesk Support ticket comments
Agents can search Zendesk Support by meaning, including ticket comment text, with each result carrying its ticket's title, status, and priority.
Agents can join data from multiple connectors in one query
Agents can combine data from more than one connector in a single query against synced data.
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.
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.
Gmail connector for Airbyte Agents
Gmail is available to connect. Agents can read and organize messages, threads, drafts, and labels, with Google sign-in during setup.
Connector list flags failed data updates with Action Required
Connectors whose latest data update failed show Action Required for invalid sign-in details or Failing for other errors, while synced data stays searchable.
Context Store stays on while agents use a connector
A connector's Context Store stays on as long as agents use the connector for anything, not only searching.
Pin chats in Airbyte Agents
Chats can be pinned from the sessions table, chat header, or sidebar, and the sessions list can be filtered to pinned chats. Pins are personal.
LinkedIn Ads connector generally available
LinkedIn Ads is GA. Agents can manage campaigns and campaign groups and pull ad analytics by device, company, country, job title, and more, via OAuth or a LinkedIn access token.
Agents chat renders tables and sessions show Created by
Chat answers display tables as real tables with horizontal scrolling, and the sessions list has a Created by column.
Invitation codes sent only to the invited person
Invitation codes for joining an organization or workspace are sent only to the invitee and are no longer visible in the pending invitations list.
Semantic search re-indexes edited records
Updated records are re-indexed so agents search the current version of synced data; previously only new records were indexed.
Amazon Seller Partner OAuth supports the Ireland region
OAuth authorization for the Amazon Seller Partner source now works for Seller or Vendor accounts in the Ireland (IE) region.
Semantic search for Granola meeting notes
Agents can search Granola transcripts and summaries by meaning.
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.
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.
Agents SDK structured chunked download content
Connector download operations can return file content in JSON-safe chunks with byte range and remaining-content information.
New workspaces enable Context Store search automatically
New workspaces have Context Store search enabled automatically.
HubSpot connector writes notes, calls, emails, meetings and tasks
Agents can create, update, and delete notes, calls, emails, meetings, and tasks with the HubSpot connector.
Agents chat gathers more results for broad questions
Chat gathers more results before stopping and says when results are partial.
Google Ads connector returns campaign start and end dates
Google Ads campaign queries return start and end dates, and the connector moved to a newer Google Ads API version.
Agents SDK dedup option for multiple passages per record
Semantic search can return multiple passages from the same record by setting dedup to none; the default max returns one best match.
Intercom connector writes contacts, companies and conversations
Agents can create, update, and delete contacts, companies, and conversations with the Intercom connector.
Agent MCP list_organizations and use_organization tools
Users in multiple organizations can list and switch organizations within an MCP session using list_organizations and use_organization.
Search results include related names and context
Search results from Freshdesk, Gong, Linear, Slack, and Zendesk Support include related names and context such as requester or author names.
Google Ads connector upgraded to API version 23
The Google Ads connector was upgraded from API version 20 to version 23.
Facebook Marketing connector moves to Graph API v25.0
The Facebook Marketing connector uses Facebook Graph API v25.0.
Monday connector v2.0.0 for July 2026 API changes
The Monday connector v2.0.0 adds forward-compatibility with monday.com's July 2026 API changes and removes some deprecated User fields from the cached schema.
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