Server AI Toolkit
Work with Tiptap documents on the server. The Server AI Toolkit includes both tools for AI agents and workflows for single-purpose automations.
Capabilities
The Server AI Toolkit includes the building blocks for any custom AI functionality:
- Tools for building AI agents capable of complex tasks.
- Workflows where the AI has a single, well-defined task: insert content, proofread the document, and more.
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
Build focused server-side AI automations that follow a fixed read → generate → execute flow.
Insert content
More →Replace the current selection and return the inserted range.
Proofreader
More →Read a document and apply grammar corrections as tracked changes.
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.
Access to the Server AI Toolkit includes expert support from our engineering team, to ensure a smooth integration.
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.
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