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upstream-tldraw/templates/branching-chat/worker/worker.ts
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70 lines
2.1 KiB
TypeScript

import { createGoogleGenerativeAI } from '@ai-sdk/google'
import { ExecutionContext } from '@cloudflare/workers-types'
import { generateText, ModelMessage, smoothStream, streamText } from 'ai'
import { WorkerEntrypoint } from 'cloudflare:workers'
import { AutoRouter, error, IRequest } from 'itty-router'
import { Environment } from './types'
const MODEL_ID = 'gemini-3.8-flash'
// Worker (handles AI requests directly)
export default class extends WorkerEntrypoint<Environment> {
private readonly router = AutoRouter<IRequest, [env: Environment, ctx: ExecutionContext]>({
catch: (e) => {
console.error(e)
return error(e)
},
})
.post('/generate', (request, env) => this.generate(request, env))
.post('/stream', (request, env) => this.stream(request, env))
override fetch(request: IRequest): Promise<Response> {
return this.router.fetch(request, this.env, this.ctx)
}
private getModel(env: Environment) {
return createGoogleGenerativeAI({ apiKey: env.GOOGLE_GENERATIVE_AI_API_KEY })(MODEL_ID)
}
// Generate a new response from the model
private async generate(request: IRequest, env: Environment) {
try {
const prompt = (await request.json()) as Array<ModelMessage>
const { text } = await generateText({
model: this.getModel(env),
messages: prompt,
})
// Send back the response as a JSON object
return new Response(text, {
headers: { 'Content-Type': 'application/json' },
})
} catch (error) {
console.error('AI response error:', error)
return new Response('An internal server error occurred.', {
status: 500,
})
}
}
// Stream a new response from the model
private async stream(request: IRequest, env: Environment): Promise<Response> {
try {
const prompt = (await request.json()) as Array<ModelMessage>
const result = streamText({
model: this.getModel(env),
messages: prompt,
experimental_transform: smoothStream(),
})
return result.toTextStreamResponse()
} catch (error) {
console.error('Stream error:', error)
return new Response('An internal server error occurred.', {
status: 500,
})
}
}
}