What is AI Toolkit by Tiptap?
Transform your editor into an AI-native experience where AI reads and writes in your documents. AI Toolkit understands selection state, document structure, and context and streams in changes that users can accept or reject. It's the only solution for building the next generation of AI editors with full support for generating custom React nodes and collaborative editing. Works with your existing AI infra (Vercel AI SDK, LangChain, Anthropic). Ships today, works standalone, no cloud dependencies.
Problem
Users currently use editors where AI functionality operates separate from the document, leading to inefficient context awareness and disjointed collaboration.
Solution
A headless editor toolkit that enables users to integrate AI directly into documents, allowing AI to read and write within the document context while supporting real-time collaboration and custom React components.
Customers
Developers building collaborative editing tools
Technical teams requiring AI integration in workflows
React-based projects needing scalable editor solutions
Unique Features
Seamless integration with existing AI infrastructure (Vercel, LangChain)
Real-time collaborative editing with AI context awareness
Streaming changes for user acceptance/rejection
User Comments
Enables seamless AI-document interaction
Reduces manual editing with contextual awareness
Simplifies collaborative editing workflows
Supports custom React components
No dependency on cloud services
Market Size
The global headless CMS market, a comparable segment, was valued at $1.6 billion in 2022 (MarketsandMarkets).
