Starting February 23rd, Retool will roll out provider-specific AI resource integrations (e.g., OpenAI, Anthropic, and Bedrock) in place of the singular Retool AI resource. This change is part of a broader effort to make AI integrations behave more like other resources in Retool: more flexible, more governable, and easier to scale as usage grows.

These changes will first roll out to cloud instances. Self-hosted instances can expect to receive the changes in a future release. There are no pricing or packaging changes associated with this update.

No action is required to facilitate this change. All existing apps, queries, workflows, and agents will continue to work based on existing configurations.

What's changing​

Instead of a single Retool AI resource, AI providers will function like any other resource at Retool. This allows for more flexibility when using AI, such as:

• Using multiple API keys per provider (e.g., by team, resource environment, or use case) so you can better manage access and usage limits.
• The same granular permissions and governance controls, allowing admins to decide who can create or modify specific AI resources.
• Clearer auditability and visibility into which apps and workflows are using which provider and key.
• Easier multi-provider setups, letting you mix and match models from different providers in the same workspace.

The dedicated AI Action query is also being deprecated as its functionality will be available in AI resource queries.

Retool now supports controls for configuring your app theme while prompting Assist.

• Free and Team plan useres can choose between light or dark mode and select an accent color.
• Business and Enterprise plans support organization-level theming. Alternatively, users can select a theme preset.
• All plans can configure an app theme via the prompt. Be very clear and specific about your design intent. For example, "Create a dark mode theme with blue accent colors", or "Update the theme to match the Acme brand colors and style."

For Enterprise and Business plans, Retool now allows admins to control access to Assist and its Ask and Build modes. Organization admins can use roles and permissions to create roles and edit roles with one of the following permissions:

• Use Assist with Ask and Build mode
• Use Assist with Ask mode only
• No access to Assist

By default, all users have access to Assist and both Ask and Build mode through a preconfigured role. This role is called Assist Role or Editor, based on when your organization was created. Organization admins can edit these roles, or they can create new roles with more restrictive permissions.

This change is valuable for organizations that need to limit or prevent Assist usage to specific populations of users. For example, admins might wish to restrict Assist usage to user groups who do not have access to sensitive data or PII. Alternatively, admins could restrict access to all user groups except for a pilot group testing AI tools.

Assist now supports the ability to create and edit multipage apps. Previously, Assist could only work with one page at a time.

Assist can now:

• Plan and build a multipage app from scratch.
• Create, edit, and rename pages.
• Move queries and code between global and page scopes.
• Create globally-scoped frames and components, such as Navigation, to help users move between pages.
• Identify and correct page scope errors.

While Assist is generating, navigating between pages is disabled to prevent errors.

Retool now supports two modes for prompting with Assist: Ask and Build. Use Ask as a safe, read-only way to understand and debug your app without adding or changing components or logic, and Build when you’re ready for Assist to make edits.

• Ask mode: Assist replies with explanations, suggestions, or debugging help. When in Ask mode, Assist cannot modify your app.
• Build mode: Assist can create and edit components, queries, and logic in response to your prompt.

Both modes use the same understanding of your app, your data, Retool features, and documentation.

Assist defaults to using Build mode. You can switch between modes at any time.

Retool added support for DeepSeek-V3.2 in Baseten. DeepSeek-R1 is no longer supported, and DeepSeek-V3.2 will be used instead.

OpenAI's model GPT-5.2 is now available in Retool. It can be used with AI actions and with Retool Agents.

Assist can now more reliably explore large or under-documented SQL database schemas without exceeding LLM context windows. These changes enable Assist to generate higher quality SQL queries for your apps and reduce the likelihood of SQL-related errors.

Customers with simple schemas now benefit from richer context retrieved through exploratory queries, while large enterprises can rely on Assist to navigate massive data lakes.

Retool improved Assist's ability to reason about and plan layout changes for large and complex apps. This change has the following impacts:

• Improves the quality of layouts when editing medium to large apps. Assist is now better at formatting the spacing and alignment of components.
• Improves latency when making large edits to UI layout. For example, one layout change that previously took 5 minutes now takes under 1.5 minutes.
• Improves support for adding header frames.

Google Gemini's model Gemini 3 Pro Preview is now available in Retool. It can be used with AI actions and with Retool Agents.