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ai.ts
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import type {
LanguageModelV2DataContent,
LanguageModelV2,
LanguageModelV2StreamPart,
} from '@ai-sdk/provider'
import { type Thread, User, type UploadedFile } from './chat'
export type RakutenAIModelId = 'ai-read' | 'deep-think' | 'normal'
export interface RakutenAIProviderOptions {
user?: User
thread?: Thread
}
export const rakutenAI = (
modelId: RakutenAIModelId,
opts?: {
fetch: typeof fetch
},
): LanguageModelV2 => {
const fetch = opts?.fetch ?? globalThis.fetch.bind(globalThis)
const cachedUploads = new WeakMap<
Omit<LanguageModelV2DataContent, string>,
UploadedFile
>()
return {
provider: 'rakutenai',
modelId: modelId,
specificationVersion: 'v2',
supportedUrls: {},
async doGenerate(options) {
throw new Error('RakutenAI only supports streaming responses')
},
async doStream(options) {
if (options.prompt.length !== 1) {
throw new Error('RakutenAI only supports single prompt')
}
const [message] = options.prompt
if (!message) {
throw new Error('Prompt message is empty')
}
if (message.role !== 'user') {
throw new Error('RakutenAI only supports user role in prompt')
}
const providerOptions = options.providerOptions?.rakutenai as
| RakutenAIProviderOptions
| undefined
const user = providerOptions?.user ?? (await User.create())
const thread = providerOptions?.thread ?? (await user.createThread())
const response = thread.sendMessage({
mode: (
{
normal: 'USER_INPUT',
'ai-read': 'AI_READ',
'deep-think': 'DEEP_THINK',
} satisfies Record<
RakutenAIModelId,
'AI_READ' | 'DEEP_THINK' | 'USER_INPUT'
>
)[modelId ?? 'normal'],
contents: await Promise.all(
message.content.map(async (part) => {
if (part.type === 'text') {
return { type: 'text', text: part.text }
}
// file
const cached = cachedUploads.get(part.data)
if (cached) {
return { type: 'file', file: cached }
}
if (part.data instanceof URL) {
throw new Error('URL file is not supported yet')
}
const upload = await user.uploadFile({
file: new File([part.data], part.filename ?? 'unknown', {
type: part.mediaType,
}),
})
if (typeof part.data !== 'string') {
cachedUploads.set(part.data, upload)
}
return { type: 'file', file: upload }
}),
),
})
return {
stream: new ReadableStream<LanguageModelV2StreamPart>({
async start(controller) {
let isTextStarted = false
try {
for await (const chunk of response) {
if (chunk.type === 'ack') {
controller.enqueue({
type: 'stream-start',
warnings: [],
})
} else if (chunk.type === 'notification') {
// ignore
} else if (chunk.type === 'reasoning-delta') {
controller.enqueue({
type: 'reasoning-delta',
delta: chunk.text,
id: '',
})
} else if (chunk.type === 'text-delta') {
if (!isTextStarted) {
controller.enqueue({
type: 'text-start',
id: '',
})
isTextStarted = true
}
controller.enqueue({
type: 'text-delta',
delta: chunk.text,
id: '',
})
} else if (chunk.type === 'done') {
if (isTextStarted) {
controller.enqueue({
type: 'text-end',
id: '',
})
}
controller.enqueue({
type: 'finish',
finishReason: 'stop',
usage: {
inputTokens: 0,
outputTokens: 0,
totalTokens: 0,
},
})
}
}
controller.close()
thread.close()
} catch (err) {
controller.error(err)
}
},
}),
}
},
}
}