Data and AI releases

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Self-hosted Retool 4.0 and 3.334 stable updates

UpdateNot yet verified

The following patches are now available on the Stable release channel: Retool 4.0.9 Retool 3.334.27 Update your Retool instance to apply the latest bug fixes and security patches.

Security

Read on docs.retool.com

Also shipped Aug 5, 2026Retool in August 2026 →

REPLACE USING flows for pipelines (Beta)

REPLACE USING flows are now available in Lakeflow pipelines in Beta . Use a REPLACE USING flow when your source is a series of partial snapshots keyed by column. On each update, the flow replaces all rows that match the specified key columns and leaves all other rows unchanged.

Beta
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Manage app building agent context

Live on cloud • All plans Public beta Organization admins can now add shared building context that applies to all apps built with the new app builder . Building context is applied as custom instructions in the system prompt when the user makes any changes via prompting in the Chat tab, similar to the way AGENTS.md files work.

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Gemini 3.6 Flash available in Retool

Live on cloud Gemini 3.6 Flash is now available to cloud organizations through Google. It can be used with AI resource queries when you connect Google with your own API key . Support for self-hosted Retool is coming in an upcoming release.

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BYOK AI token management

Live on cloud Self-hosted version 4.35.0 and later Retool introduced several features to help Enterprise organizations manage AI token spend when using their own API key for AI resources. Use the new Get BYOK AI token usage endpoint to measure the number of tokens consumed for each AI resource that uses your own key .

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Gmail resource integration available for self-hosted instances

Self-hosted version 4.31.0 and later Self-hosted Retool instances can now connect to Gmail as a resource to read, send, and manage email using the Gmail API. Self-hosted instances authenticate using your own Google Cloud OAuth client, so this integration is available now without waiting on Google's app-verification process for Retool's shared OAuth client.

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Multiple threads per branch in the app builder

Live on cloud • All plans Public beta 4.35.0 Edge • All plans Public beta The app builder now supports multiple chat conversations (threads) working on the same branch rather than a single thread per branch. A thread is a single chat conversation with the agent in the Chat tab. Threads are intended to help you keep your work organized by task or theme.

Preview
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