Server AI Toolkit
Work with Tiptap documents on the server. The Server AI Toolkit includes tools for AI agents that read and edit Tiptap documents without a browser-based editor.
Capabilities
The Server AI Toolkit includes the building blocks for any custom AI functionality:
- Tools for building AI agents capable of complex tasks.
- Workflows for single-purpose automations are coming soon in upcoming releases.
Compatible with any AI model
Use the Server AI Toolkit with any AI model capable of producing text, including open source and self-hosted models.
Core capabilities
The Server AI Toolkit provides server-side equivalents of the AI Toolkit functionality.
AI agent tools
Build AI agents that can perform complex tasks by working with Tiptap documents.
AI Agent Chatbot
More →Build a conversational AI capable of editing documents and interacting through chat.
Custom nodes
More →Configure schema awareness for custom nodes and marks so your AI can generate them reliably.
Workflows
Server-side workflows will be available in the upcoming releases of the Server AI Toolkit. See the Workflows page for the current status.
Tiptap Shorthand and Tiptap Edit
The Server AI Toolkit is built with efficiency in mind and adapts to cost-sensitive use cases.
It leverages our specialized edit format, Tiptap Edit, which lets AI make small, precise edits without replacing the entire document.
Tiptap Shorthand is a token-efficient format for encoding Tiptap documents. It reduces AI token costs by up to 80% without sacrificing accuracy.
By combining Tiptap Edit with Tiptap Shorthand, you can work with documents in a way that's both fast and cost-effective.
Deployment options
The Server AI Toolkit can be accessed as a cloud service or deployed on your AI infrastructure.
Get access to the Server AI Toolkit
Apply for early access to the Server AI Toolkit. Integrate it with success and get dedicated engineering support via Slack.
Trusted by Axios, PostHog, Beehiiv, GitLab and more.