mindcraft/src/models/grok.js
2024-11-11 05:43:26 -06:00

57 lines
1.8 KiB
JavaScript

import OpenAIApi from 'openai';
import { getKey } from '../utils/keys.js';
// xAI doesn't supply a SDK for their models, but fully supports OpenAI and Anthropic SDKs
export class Grok {
constructor(model_name, url) {
this.model_name = model_name;
let config = {};
if (url)
config.baseURL = url;
else
config.baseURL = "https://api.x.ai/v1"
config.apiKey = getKey('XAI_API_KEY');
this.openai = new OpenAIApi(config);
}
async sendRequest(turns, systemMessage, stop_seq='***') {
let messages = [{'role': 'system', 'content': systemMessage}].concat(turns);
const pack = {
model: this.model_name || "grok-beta",
messages,
stop: [stop_seq]
};
let res = null;
try {
console.log('Awaiting xai api response...')
///console.log('Messages:', messages);
let completion = await this.openai.chat.completions.create(pack);
if (completion.choices[0].finish_reason == 'length')
throw new Error('Context length exceeded');
console.log('Received.')
res = completion.choices[0].message.content;
}
catch (err) {
if ((err.message == 'Context length exceeded' || err.code == 'context_length_exceeded') && turns.length > 1) {
console.log('Context length exceeded, trying again with shorter context.');
return await this.sendRequest(turns.slice(1), systemMessage, stop_seq);
} else {
console.log(err);
res = 'My brain disconnected, try again.';
}
}
return res;
}
async embed(text) {
throw new Error('Embeddings are not supported by Grok.');
}
}