Airbyte Release notes and new features

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.

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.

• API client ID and secret visible to all organization members
• Agents chat searches all indexed data by default

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.

• Billing page shows next invoice date
• Data worker usage chart adds Compare to previous period

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.

• Greenhouse connector moves to OAuth and latest Harvest API
• Skills page warns about missing connector dependencies
• Usage page adds quarter and year date ranges

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.

• Cron sync schedules support time zones via the API
• Data worker usage graphs get day, week and month ranges
• Semantic search for Notion, Sentry, Facebook Marketing and Customer.io

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.

• Agents SDK text filters use startswith, endswith and contains
• Audit Logs page for Enterprise Flex organization admins

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.

• Semantic search for Freshdesk
• Organization Data Worker usage chart shows single peak bar per day

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 can join data from multiple connectors in one query
• Connector setup opens the form before the AI setup assistant

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.

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.

• Gmail connector for Airbyte Agents
• Syncs open parallel data channels based on allotted capacity

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.

• Context Store stays on while agents use a connector
• Source editor and Destination editor workspace roles

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.

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.

• Agents chat renders tables and sessions show Created by
• Google Analytics connector supports service account keys

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.

• Amazon Seller Partner OAuth supports the Ireland region
• Initial sync data volume warning in connection setup

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.

• Agents SDK agent_tool decorator for unsupported frameworks
• Connector detail page with entities, Context Store and activity

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.

• Google Drive SDK typed Context Store searches
• Semantic search across synced Google Drive files

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.

• Agents SDK dedup option for multiple passages per record
• Semantic search for Linear issues and comments

Intercom connector writes contacts, companies and conversations

Agents can create, update, and delete contacts, companies, and conversations with the Intercom connector.

• Intercom connector writes contacts, companies and conversations
• TikTok Marketing hourly and lifetime ad reports

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.

• Agent MCP list_organizations and use_organization tools
• Filter sessions by workspace

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.

• Search results include related names and context
• Shopify connector write support

Google Ads connector upgraded to API version 23

The Google Ads connector was upgraded from API version 20 to version 23.

• Google Ads connector upgraded to API version 23
• HubSpot connector creates and updates contacts, deals, companies and tickets

Facebook Marketing connector moves to Graph API v25.0

The Facebook Marketing connector uses Facebook Graph API v25.0.

• Facebook Marketing connector moves to Graph API v25.0
• New workspaces default to private; token minting requires workspace admin

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.