---
title: "Quick start: Document Authoring AI"
canonical_url: "https://www.nutrient.io/guides/document-authoring/ai/quick-start/"
md_url: "https://www.nutrient.io/guides/document-authoring/ai/quick-start.md"
last_updated: "2026-06-12T18:57:15.093Z"
description: "Install Document Authoring AI, expose tool definitions on your server, and run the first agentic tool call against the live browser editor."
---

# Quick start

Document Authoring AI lets you add an AI assistant to the Document Authoring editor. The server talks to the model; the browser owns the document. The model requests reads and writes through tool calls, and the browser validates and executes each one against the live editor before sending the results back. The real boundary is this: Your app controls which messages and tool results reach the model. Document content reaches it only when a read tool returns that content, so what the model sees depends on which tools you expose and how your app routes the results.

This page walks you through the minimum agentic loop: Install the package, expose tool definitions on your server, and execute tool calls in the browser editor. By the end, you’ll have a working assistant that can read and edit the open document.

## Prerequisites

- A Document Authoring editor is running in the browser with a live [`DocAuthEditor`](https://www.nutrient.io/api/document-authoring/types/docautheditor/) instance available as `editor`.

- Your server can reach a model provider. The examples use OpenAI through [Vercel AI SDK](https://ai-sdk.dev/docs/introduction).

- Node.js ≥ 18 and access to the Nutrient SDK npm registry.

## 1. Install

```sh

npm install @nutrient-sdk/document-authoring-ai

```

The package ships two entry points: `@nutrient-sdk/document-authoring-ai` for the server and `@nutrient-sdk/document-authoring-ai/editor` for the browser. There’s no separate install for the browser entry: It’s part of the same package.

## 2. Set up the server route

Your server route registers the document tool definitions with the AI framework and streams the model response back to the browser with [`streamText`](https://ai-sdk.dev/docs/reference/ai-sdk-core/stream-text). The route exposes the tools but runs none of them; the browser does.

```ts

import { openai } from "@ai-sdk/openai";
import {
  convertToModelMessages,
  stepCountIs,
  streamText,
} from "ai";
import {
  getAiPromptGuide,
  getAiToolDefinitions,
} from "@nutrient-sdk/document-authoring-ai";
import { toVercelAiTools } from "@nutrient-sdk/document-authoring-ai/vercel";

const tools = toVercelAiTools(getAiToolDefinitions());
const system = getAiPromptGuide();

export async function POST(req: Request) {
  const body = await req.json();

  const result = streamText({
    model: openai("gpt-4o-mini"),
    system,
    messages: await convertToModelMessages(body.messages),
    stopWhen: stepCountIs(20),
    temperature: 0.1,
    tools,
  });

  return result.toUIMessageStreamResponse();
}

```

`getAiToolDefinitions` returns the full document tool set. `toVercelAiTools` converts them into the shape Vercel AI SDK expects. `getAiPromptGuide` is the system prompt designed for these tools; it tells the model how element IDs, read-before-write ordering, and schema validation work.

## 3. Create the toolkit in the browser

Bind the toolkit to the live editor. Call this once per editor session, after the editor has mounted:

```ts

import { getAiToolkit } from "@nutrient-sdk/document-authoring-ai/editor";

const toolkit = getAiToolkit(editor);

```

The toolkit stays bound to that [`DocAuthEditor`](https://www.nutrient.io/api/document-authoring/types/docautheditor/) instance. It’s what gives `executeTool` access to the document.

## 4. Wire the chat loop

Inside the Vercel AI SDK [`useChat`](https://ai-sdk.dev/docs/reference/ai-sdk-ui/use-chat) hook, intercept each tool call, run it through the toolkit, and send the result back to the model. The edit and mode checks happen here.

```ts

import { useChat } from "@ai-sdk/react";
import {
  DefaultChatTransport,
  lastAssistantMessageIsCompleteWithToolCalls,
} from "ai";
import { isAiWriteToolName } from "@nutrient-sdk/document-authoring-ai";

const { addToolOutput } = useChat({
  transport: new DefaultChatTransport({ api: "/api/chat" }),
  sendAutomaticallyWhen: lastAssistantMessageIsCompleteWithToolCalls,
  async onToolCall({ toolCall }) {
    const editorMode = editor.getEditorMode();
    const isWriteTool = isAiWriteToolName(toolCall.toolName);

    if (isWriteTool && editorMode === "view") {
      addToolOutput({
        tool: toolCall.toolName,
        toolCallId: toolCall.toolCallId,
        state: "output-error",
        errorText: "The document is in View mode. Switch to Edit or Review mode before editing.",
      });
      return;
    }

    const executed = await toolkit.executeTool(
      {
        id: toolCall.toolCallId,
        name: toolCall.toolName,
        args: toolCall.input,
      },
      {
        writeMode: isWriteTool && editorMode === "review"? "track_changes"
          : "apply",
      },
    );

    addToolOutput({
      tool: toolCall.toolName,
      toolCallId: toolCall.toolCallId,
      output: executed,
    });
  },
});

```

`isAiWriteToolName` tells you whether the model’s tool call mutates the document. Write tools are blocked in View mode and routed through tracked changes in Review mode. Read tools always run regardless of mode.

## Success checkpoint

Open the editor in Edit mode and type: _“Make the title bold.”_

The model issues one or more tool calls to read the document and apply the formatting. Watch the editor: The title heading should become bold within a few seconds. You’ll see the tool calls and their results in the chat/tool log.

If the document doesn’t change:

- Confirm the server route returns `result.toUIMessageStreamResponse`.

- Check that `getAiToolkit` was called after the editor mounted, not before.

- Verify [`editor.getEditorMode`](https://www.nutrient.io/api/document-authoring/types/docautheditor/#geteditormode) returns `"edit"`, not `"view"`.

## What’s next

- [Agentic tools](https://www.nutrient.io/guides/document-authoring/ai/agentic-tools.md) — Full tool reference, element ID rules, and review comment configuration.

- [Workflows](https://www.nutrient.io/guides/document-authoring/ai/workflows.md) — Proofreading, translation, and other bounded tasks that skip the tool loop.

- [Review and approval](https://www.nutrient.io/guides/document-authoring/ai/review-and-approval.md) — How Edit, Review, and View mode should map to write behavior.

- [Vercel AI SDK integration](https://www.nutrient.io/guides/document-authoring/ai/integrations/vercel-ai-sdk.md) — Tool definitions, the chat loop, and edge cases.
---

## Related pages

- [Agentic tools](/guides/document-authoring/ai/agentic-tools.md)
- [Review and approval](/guides/document-authoring/ai/review-and-approval.md)
- [Document Authoring AI](/guides/document-authoring/ai/overview.md)
- [Workflows](/guides/document-authoring/ai/workflows.md)