AI Toolkit
Give your AI the ability to work with Tiptap documents.
Build AI agents with document-editing superpowers. Add custom AI functionality like inline edits, proofreading, and more.
Try the AI Toolkit in action with this interactive demo featuring an AI agent that can read, edit, and manipulate documents.
Capabilities
The 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 AI Toolkit with any AI model capable of producing text, including open source and self-hosted models.
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.
AI agent tools
More →Add these tools to your AI agent to give it document-editing superpowers.
Review Changes
More →Display AI-generated edits as suggestions users can accept or reject. Implements a Google Docs-style review workflow.
Review Changes as Summary
More →Show a text summary of all AI changes instead of inline suggestions. Useful for bulk edits or high-level review.
Tool Streaming
More →Stream AI tool calls in real-time to show users what the AI is doing. Improves perceived performance and transparency.
Selection Awareness
More →Make AI operations context-aware by passing only selected content. Reduces token usage and improves relevance.
Multi-Document AI Agent
More →Build an agent that works across multiple documents simultaneously. Includes document switching and cross-document context.
Comments
More →Have AI insert comments and annotations into documents. Useful for feedback, suggestions, or collaborative editing.
Workflows
Built-in utilities for simple document editing tasks.
Insert content
More →Insert content in a single place of the document.
Proofreader
More →Tiptap Edit
More →A general-purpose workflow for making small and large edits to Tiptap documents.
Comments
More →Manage comments and threads in your Tiptap documents.
Add AI Toolkit to your subscription
Integrate the AI Toolkit by purchasing the paid subscription add-on. We can guide your integration with dedicated engineering support via Slack.
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Advanced guides
The AI Toolkit provides flexible building blocks for buiding any custom AI integration. Browse the available utilities in the API reference, or dive into the guides and examples below.
Live Demo
See the AI Toolkit in action with this interactive demo featuring an AI agent that can read, edit, and manipulate documents.
AI Engineering Guide
Best practices for prompting, error handling, and performance optimization when building AI document features.
Style Suggestions
Implement AI-powered writing style suggestions. Helps users improve clarity, tone, and consistency.
Compare Documents
Compare two Tiptap documents and highlight the differences.