LibreChat/api/app/titleConvo.js

78 lines
2.6 KiB
JavaScript

const { Configuration, OpenAIApi } = require('openai');
const _ = require('lodash');
const { genAzureEndpoint } = require('../utils/genAzureEndpoints');
const proxyEnvToAxiosProxy = (proxyString) => {
if (!proxyString) return null;
const regex = /^([^:]+):\/\/(?:([^:@]*):?([^:@]*)@)?([^:]+)(?::(\d+))?/;
const [, protocol, username, password, host, port] = proxyString.match(regex);
const proxyConfig = {
protocol,
host,
port: port ? parseInt(port) : undefined,
auth: username && password ? { username, password } : undefined
};
return proxyConfig;
};
const titleConvo = async ({ endpoint, text, response }) => {
let title = 'New Chat';
const ChatGPTClient = (await import('@waylaidwanderer/chatgpt-api')).default;
try {
const instructionsPayload = {
role: 'system',
content: `Detect user language and write in the same language an extremely concise title for this conversation, which you must accurately detect. Write in the detected language. Title in 5 Words or Less. No Punctuation or Quotation. All first letters of every word should be capitalized and complete only the title in User Language only.
||>User:
"${text}"
||>Response:
"${JSON.stringify(response?.text)}"
||>Title:`
};
const azure = process.env.AZURE_OPENAI_API_KEY ? true : false;
const options = {
azure,
reverseProxyUrl: process.env.OPENAI_REVERSE_PROXY || null,
proxy: process.env.PROXY || null
};
const titleGenClientOptions = JSON.parse(JSON.stringify(options));
titleGenClientOptions.modelOptions = {
model: 'gpt-3.5-turbo',
temperature: 0,
presence_penalty: 0,
frequency_penalty: 0
};
let apiKey = process.env.OPENAI_KEY;
if (azure) {
apiKey = process.env.AZURE_OPENAI_API_KEY;
titleGenClientOptions.reverseProxyUrl = genAzureEndpoint({
azureOpenAIApiInstanceName: process.env.AZURE_OPENAI_API_INSTANCE_NAME,
azureOpenAIApiDeploymentName: process.env.AZURE_OPENAI_API_DEPLOYMENT_NAME,
azureOpenAIApiVersion: process.env.AZURE_OPENAI_API_VERSION
});
}
const titleGenClient = new ChatGPTClient(apiKey, titleGenClientOptions);
const result = await titleGenClient.getCompletion([instructionsPayload], null);
title = result.choices[0].message.content.replace(/\s+/g, ' ').replaceAll('"', '').trim();
} catch (e) {
console.error(e);
console.log('There was an issue generating title, see error above');
}
console.log('CONVERSATION TITLE', title);
return title;
};
const throttledTitleConvo = _.throttle(titleConvo, 1000);
module.exports = throttledTitleConvo;