AI Toolkit - client use cases
Explore all the ways you can integrate AI into your documents. Add document-editing capabilities to your agent; build workflows for AI tasks like proofreading, inline edits, and more.
AI agents
AI agent chatbot
Create conversational AI interfaces where agents read and edit documents based on user requests.
Review changes
Show each AI edit as a track-changes style suggestion that users review immediately.
Review all changes at once
Let AI make all edits, then show a summary of changes for batch review and approval.
Edit multiple documents
Build AI agents that create, switch between, and edit multiple documents in one workflow.
Add AI comments
Enable AI agents to read, write, and edit comments in documents for collaborative workflows.
Stream edits
Display AI tool calls and document changes in real-time as the agent works.
Generate custom components with AI
Enable AI to generate content using your custom editor nodes and marks, not just basic text.
Custom workflows
Make inline edits
Select text and rewrite it with AI based on instructions. Best for simple, focused edits.
Proofread documents
Build an AI proofreader that analyzes documents and suggests corrections with explanations.
Tiptap Edit
A general-purpose workflow for making small and large edits to Tiptap documents.
Comments
Manage comments and threads in your Tiptap documents.
Show document differences
Compare two document versions in real-time and display differences with highlights.