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.

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.

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.

A general-purpose workflow for making small and large edits to Tiptap documents.

Manage comments and threads in your Tiptap documents.

Show document differences

Compare two document versions in real-time and display differences with highlights.

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