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import { Message } from '@/types/chat'; | |
import { OpenAIModel } from '@/types/openai'; | |
import { AZURE_DEPLOYMENT_ID, OPENAI_API_HOST, OPENAI_API_TYPE, OPENAI_API_VERSION, OPENAI_ORGANIZATION } from '../app/const'; | |
import { | |
ParsedEvent, | |
ReconnectInterval, | |
createParser, | |
} from 'eventsource-parser'; | |
export class OpenAIError extends Error { | |
type: string; | |
param: string; | |
code: string; | |
constructor(message: string, type: string, param: string, code: string) { | |
super(message); | |
this.name = 'OpenAIError'; | |
this.type = type; | |
this.param = param; | |
this.code = code; | |
} | |
} | |
export const OpenAIStream = async ( | |
model: OpenAIModel, | |
systemPrompt: string, | |
temperature : number, | |
key: string, | |
messages: Message[], | |
) => { | |
let url = `${OPENAI_API_HOST}/v1/chat/completions`; | |
if (OPENAI_API_TYPE === 'azure') { | |
url = `${OPENAI_API_HOST}/openai/deployments/${AZURE_DEPLOYMENT_ID}/chat/completions?api-version=${OPENAI_API_VERSION}`; | |
} | |
const res = await fetch(url, { | |
headers: { | |
'Content-Type': 'application/json', | |
...(OPENAI_API_TYPE === 'openai' && { | |
Authorization: `Bearer ${key ? key : process.env.OPENAI_API_KEY}` | |
}), | |
...(OPENAI_API_TYPE === 'azure' && { | |
'api-key': `${key ? key : process.env.OPENAI_API_KEY}` | |
}), | |
...((OPENAI_API_TYPE === 'openai' && OPENAI_ORGANIZATION) && { | |
'OpenAI-Organization': OPENAI_ORGANIZATION, | |
}), | |
}, | |
method: 'POST', | |
body: JSON.stringify({ | |
...(OPENAI_API_TYPE === 'openai' && {model: model.id}), | |
messages: [ | |
{ | |
role: 'system', | |
content: systemPrompt, | |
}, | |
...messages, | |
], | |
max_tokens: 1000, | |
temperature: temperature, | |
stream: true, | |
}), | |
}); | |
const encoder = new TextEncoder(); | |
const decoder = new TextDecoder(); | |
if (res.status !== 200) { | |
const result = await res.json(); | |
if (result.error) { | |
throw new OpenAIError( | |
result.error.message, | |
result.error.type, | |
result.error.param, | |
result.error.code, | |
); | |
} else { | |
throw new Error( | |
`OpenAI API returned an error: ${ | |
decoder.decode(result?.value) || result.statusText | |
}`, | |
); | |
} | |
} | |
const stream = new ReadableStream({ | |
async start(controller) { | |
const onParse = (event: ParsedEvent | ReconnectInterval) => { | |
if (event.type === 'event') { | |
const data = event.data; | |
try { | |
const json = JSON.parse(data); | |
if (json.choices[0].finish_reason != null) { | |
controller.close(); | |
return; | |
} | |
const text = json.choices[0].delta.content; | |
const queue = encoder.encode(text); | |
controller.enqueue(queue); | |
} catch (e) { | |
controller.error(e); | |
} | |
} | |
}; | |
const parser = createParser(onParse); | |
for await (const chunk of res.body as any) { | |
parser.feed(decoder.decode(chunk)); | |
} | |
}, | |
}); | |
return stream; | |
}; | |