chatbot-template/lib/ai/tools/create-document.ts

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import { generateUUID } from '@/lib/utils';
import {
DataStreamWriter,
experimental_generateImage,
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smoothStream,
streamObject,
streamText,
tool,
} from 'ai';
import { z } from 'zod';
import { codePrompt, sheetPrompt } from '../prompts';
import { saveDocument } from '@/lib/db/queries';
import { Session } from 'next-auth';
import { myProvider } from '../models';
interface CreateDocumentProps {
session: Session;
dataStream: DataStreamWriter;
}
export const createDocument = ({ session, dataStream }: CreateDocumentProps) =>
tool({
description:
'Create a document for a writing or content creation activities. This tool will call other functions that will generate the contents of the document based on the title and kind.',
parameters: z.object({
title: z.string(),
kind: z.enum(['text', 'code', 'image', 'sheet']),
}),
execute: async ({ title, kind }) => {
const id = generateUUID();
let draftText = '';
dataStream.writeData({
type: 'id',
content: id,
});
dataStream.writeData({
type: 'title',
content: title,
});
dataStream.writeData({
type: 'kind',
content: kind,
});
dataStream.writeData({
type: 'clear',
content: '',
});
if (kind === 'text') {
const { fullStream } = streamText({
model: myProvider.languageModel('block-model'),
system:
'Write about the given topic. Markdown is supported. Use headings wherever appropriate.',
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experimental_transform: smoothStream({ chunking: 'word' }),
prompt: title,
});
for await (const delta of fullStream) {
const { type } = delta;
if (type === 'text-delta') {
const { textDelta } = delta;
draftText += textDelta;
dataStream.writeData({
type: 'text-delta',
content: textDelta,
});
}
}
dataStream.writeData({ type: 'finish', content: '' });
} else if (kind === 'code') {
const { fullStream } = streamObject({
model: myProvider.languageModel('block-model'),
system: codePrompt,
prompt: title,
schema: z.object({
code: z.string(),
}),
});
for await (const delta of fullStream) {
const { type } = delta;
if (type === 'object') {
const { object } = delta;
const { code } = object;
if (code) {
dataStream.writeData({
type: 'code-delta',
content: code ?? '',
});
draftText = code;
}
}
}
dataStream.writeData({ type: 'finish', content: '' });
} else if (kind === 'image') {
const { image } = await experimental_generateImage({
model: myProvider.imageModel('small-model'),
prompt: title,
n: 1,
});
draftText = image.base64;
dataStream.writeData({
type: 'image-delta',
content: image.base64,
});
dataStream.writeData({ type: 'finish', content: '' });
} else if (kind === 'sheet') {
const { fullStream } = streamObject({
model: myProvider.languageModel('block-model'),
system: sheetPrompt,
prompt: title,
schema: z.object({
csv: z.string().describe('CSV data'),
}),
});
for await (const delta of fullStream) {
const { type } = delta;
if (type === 'object') {
const { object } = delta;
const { csv } = object;
if (csv) {
dataStream.writeData({
type: 'sheet-delta',
content: csv,
});
draftText = csv;
}
}
}
dataStream.writeData({
type: 'sheet-delta',
content: draftText,
});
dataStream.writeData({ type: 'finish', content: '' });
}
if (session.user?.id) {
await saveDocument({
id,
title,
kind,
content: draftText,
userId: session.user.id,
});
}
return {
id,
title,
kind,
content: 'A document was created and is now visible to the user.',
};
},
});