--- title: "AI Toolkit (client package)" description: "Overview of the Tiptap AI Toolkit client-only extension. Learn capabilities, structure, and how it helps you build AI extensions and AI agents." canonical_url: "https://tiptap.dev/docs/ai/ai-toolkit/client/overview" --- # AI Toolkit (client package) Overview of the Tiptap AI Toolkit client-only extension. Learn capabilities, structure, and how it helps you build AI extensions and AI agents. - **1. Get access** Access the AI Toolkit client-only extension by purchasing the paid AI Toolkit add-on. Contact our team. - **2. Access the private registry** The AI Toolkit client extension is published in Tiptap's private npm registry. Authenticate to Tiptap's private npm registry by following the [setup guide](https://tiptap.dev/docs/guides/pro-extensions.md). - **3. Install the extension** Install the extension from the private registry using npm or your preferred package manager. For most use cases, the **[server-based AI Toolkit](https://tiptap.dev/docs/ai/ai-toolkit/overview.md) is your best choice**. This client-only approach works in-browser and talks to the Editor directly: it's useful if you want a fully in-browser solution, or need AI-based changes that *don't* sync with the document. > **Paid add-on:** > > Both the default and client AI Toolkits are paid add-ons to your subscription. > Contact our team to get access. > **Interactive demo:** [ > \<> > \Try the client AI Toolkit\ with this interactive demo featuring an AI agent > that can read, edit, and manipulate documents. > \ > ](https://template.tiptap.dev/page-ai-toolkit) ## Capabilities The client-side AI Toolkit includes the building blocks for any custom AI functionality: - **Tools** for building [AI agents](https://tiptap.dev/docs/ai/ai-toolkit/client/agents.md) capable of complex tasks. - [**Workflows**](https://tiptap.dev/docs/ai/ai-toolkit/client/workflows.md) 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](https://tiptap.dev/docs/ai/ai-toolkit/client/agents.md) 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.](https://tiptap.dev/docs/ai/ai-toolkit/client/agents/ai-agent-chatbot.md) [AI agent tools More →Add these tools to your AI agent to give it document-editing superpowers.](https://tiptap.dev/docs/ai/ai-toolkit/client/api-reference/execute-tool.md) [Review Changes More →Display AI-generated edits as suggestions users can accept or reject. Implements a Google Docs-style review workflow.](https://tiptap.dev/docs/ai/ai-toolkit/client/agents/review-changes.md) [Tool Streaming More →Stream AI tool calls in real-time to show users what the AI is doing. Improves perceived performance and transparency.](https://tiptap.dev/docs/ai/ai-toolkit/client/agents/streaming.md) [Selection Awareness More →Make AI operations context-aware by passing only selected content. Reduces token usage and improves relevance.](https://tiptap.dev/docs/ai/ai-toolkit/client/agents/selection-awareness.md) [Multi-Document AI Agent More →Build an agent that works across multiple documents simultaneously. Includes document switching and cross-document context.](https://tiptap.dev/docs/ai/ai-toolkit/client/agents/multi-document.md) [Comments More →Have AI insert comments and annotations into documents. Useful for feedback, suggestions, or collaborative editing.](https://tiptap.dev/docs/ai/ai-toolkit/client/agents/comments.md) ### Workflows Built-in utilities for simple document editing tasks. [Insert content More →Insert content in a single place of the document.](https://tiptap.dev/docs/ai/ai-toolkit/client/workflows/insert-content.md) [Proofreader More →Correct mistakes like spelling and grammar.](https://tiptap.dev/docs/ai/ai-toolkit/client/workflows/proofreader.md) [Tiptap Edit More →A general-purpose workflow for making small and large edits to Tiptap documents.](https://tiptap.dev/docs/ai/ai-toolkit/client/workflows/tiptap-edit.md) [Comments More →Manage comments and threads in your Tiptap documents.](https://tiptap.dev/docs/ai/ai-toolkit/client/workflows/comments.md) ## Advanced guides The AI Toolkit provides flexible building blocks for building any custom AI integration. Browse the available utilities in the [API reference](https://tiptap.dev/docs/ai/ai-toolkit/client/api-reference.md), or dive into the guides and examples below. [Live DemoSee the AI Toolkit in action with this interactive demo featuring an AI agent that can read, edit, and manipulate documents.](https://tiptap.dev/docs/ai/ai-toolkit/client/advanced-guides/live-demo.md) [AI Engineering GuideBest practices for prompting, error handling, and performance optimization when building AI document features.](https://tiptap.dev/docs/ai/ai-toolkit/client/advanced-guides/ai-engineering.md) [Non-TypeScript BackendsUse the AI Toolkit with backends written in Python, Go, or other languages.](https://tiptap.dev/docs/ai/ai-toolkit/client/advanced-guides/non-typescript-backends.md) [Compare DocumentsCompare two Tiptap documents and highlight the differences.](https://tiptap.dev/docs/ai/ai-toolkit/client/advanced-guides/compare-documents.md)