2024-04-09 16:21:05 +05:30
|
|
|
import express from 'express';
|
2024-04-20 09:32:19 +05:30
|
|
|
import handleImageSearch from '../agents/imageSearchAgent';
|
2024-04-20 22:12:07 +05:30
|
|
|
import { BaseChatModel } from '@langchain/core/language_models/chat_models';
|
2024-05-04 10:51:06 +05:30
|
|
|
import { getAvailableChatModelProviders } from '../lib/providers';
|
2024-04-28 11:15:28 +05:30
|
|
|
import { HumanMessage, AIMessage } from '@langchain/core/messages';
|
2024-04-30 12:18:18 +05:30
|
|
|
import logger from '../utils/logger';
|
2024-04-09 16:21:05 +05:30
|
|
|
|
|
|
|
const router = express.Router();
|
|
|
|
|
|
|
|
router.post('/', async (req, res) => {
|
|
|
|
try {
|
2024-05-02 12:14:26 +05:30
|
|
|
let { query, chat_history, chat_model_provider, chat_model } = req.body;
|
2024-04-28 11:15:28 +05:30
|
|
|
|
|
|
|
chat_history = chat_history.map((msg: any) => {
|
|
|
|
if (msg.role === 'user') {
|
|
|
|
return new HumanMessage(msg.content);
|
|
|
|
} else if (msg.role === 'assistant') {
|
|
|
|
return new AIMessage(msg.content);
|
|
|
|
}
|
|
|
|
});
|
2024-04-09 16:21:05 +05:30
|
|
|
|
2024-05-04 10:51:06 +05:30
|
|
|
const chatModels = await getAvailableChatModelProviders();
|
2024-05-22 10:45:16 +05:30
|
|
|
const provider = chat_model_provider ?? Object.keys(chatModels)[0];
|
|
|
|
const chatModel = chat_model ?? Object.keys(chatModels[provider])[0];
|
2024-04-20 22:12:07 +05:30
|
|
|
|
|
|
|
let llm: BaseChatModel | undefined;
|
|
|
|
|
2024-05-02 12:14:26 +05:30
|
|
|
if (chatModels[provider] && chatModels[provider][chatModel]) {
|
2024-09-24 22:34:43 +05:30
|
|
|
llm = chatModels[provider][chatModel].model as BaseChatModel | undefined;
|
2024-04-20 22:12:07 +05:30
|
|
|
}
|
|
|
|
|
|
|
|
if (!llm) {
|
|
|
|
res.status(500).json({ message: 'Invalid LLM model selected' });
|
|
|
|
return;
|
|
|
|
}
|
2024-04-09 16:21:05 +05:30
|
|
|
|
2024-04-20 09:32:19 +05:30
|
|
|
const images = await handleImageSearch({ query, chat_history }, llm);
|
|
|
|
|
2024-04-09 16:21:05 +05:30
|
|
|
res.status(200).json({ images });
|
|
|
|
} catch (err) {
|
|
|
|
res.status(500).json({ message: 'An error has occurred.' });
|
2024-04-30 12:18:18 +05:30
|
|
|
logger.error(`Error in image search: ${err.message}`);
|
2024-04-09 16:21:05 +05:30
|
|
|
}
|
|
|
|
});
|
|
|
|
|
|
|
|
export default router;
|