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