207 lines
6.0 KiB
JavaScript
207 lines
6.0 KiB
JavaScript
const express = require('express');
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const router = express.Router();
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const { ChatOllama } = require('@langchain/ollama');
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const { PGVectorStore } = require('@langchain/community/vectorstores/pgvector');
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const { OllamaEmbeddings } = require('@langchain/ollama');
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const { RunnableSequence } = require('@langchain/core/runnables');
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const { StringOutputParser } = require('@langchain/core/output_parsers');
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const { PromptTemplate } = require('@langchain/core/prompts');
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const { Pool } = require('pg');
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require('dotenv').config();
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const pool = new Pool({
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connectionString: process.env.DATABASE_URL,
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ssl: process.env.NODE_ENV === 'production' ? { rejectUnauthorized: false } : false
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});
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const chat = new ChatOllama({
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model: 'mistral',
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baseUrl: 'http://localhost:11434'
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});
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const embeddings = new OllamaEmbeddings({
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model: 'mistral',
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baseUrl: 'http://localhost:11434'
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});
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let vectorStore;
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async function initVectorStore() {
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vectorStore = await PGVectorStore.initialize(
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embeddings,
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{
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postgresConnectionOptions: {
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connectionString: process.env.DATABASE_URL
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},
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tableName: 'documents'
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}
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);
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}
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// Инициализируем при старте
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initVectorStore().catch(console.error);
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// Проверяем подключение к БД при старте
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pool.connect((err, client, release) => {
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if (err) {
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console.error('Ошибка подключения к PostgreSQL:', err);
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} else {
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console.log('Успешное подключение к PostgreSQL');
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release();
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}
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});
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// Middleware для проверки аутентификации
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function requireAuth(req, res, next) {
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if (!req.session?.siwe?.address) {
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return res.status(401).json({ error: 'Not authenticated' });
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}
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next();
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}
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router.post('/verify', async (req, res) => {
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try {
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const { message, signature } = req.body;
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// ... верификация подписи ...
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// Сохраняем в сессию
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req.session.authenticated = true;
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req.session.siwe = message;
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req.session.userAddress = message.address;
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// Ждем сохранения
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await new Promise((resolve) => {
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req.session.save(resolve);
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});
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console.log('Session saved:', {
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id: req.sessionID,
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authenticated: req.session.authenticated,
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address: req.session.userAddress
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});
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res.json({ ok: true });
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} catch (error) {
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console.error('Verify error:', error);
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res.status(400).json({ error: error.message });
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}
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});
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// Создаем шаблон промпта для RAG
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const TEMPLATE = `Вы - ассистент в DApp приложении.
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Используйте этот контекст для ответа на вопрос:
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{context}
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Вопрос: {question}
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Ответ должен быть полезным, точным и основанным на предоставленном контексте.`;
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const prompt = PromptTemplate.fromTemplate(TEMPLATE);
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// Создаем RAG цепочку
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const chain = RunnableSequence.from([
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{
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context: async (input) => {
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const results = await vectorStore.similaritySearch(input.question);
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return results.map(doc => doc.content).join('\n\n');
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},
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question: (input) => input.question
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},
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prompt,
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chat,
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new StringOutputParser()
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]);
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router.post('/chat', requireAuth, async (req, res) => {
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try {
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if (req.session.siwe.address.toLowerCase() !== req.body.userAddress.toLowerCase()) {
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return res.status(401).json({
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error: 'Address mismatch'
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});
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}
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if (!vectorStore) {
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throw new Error('Vector store not initialized');
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}
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const { message, userAddress } = req.body;
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console.log('Session in chat:', req.session);
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console.log('User address:', userAddress);
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// Получаем или создаем пользователя
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let user = await pool.query(
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'INSERT INTO users (address) VALUES ($1) ON CONFLICT (address) DO UPDATE SET address = EXCLUDED.address RETURNING id',
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[userAddress]
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);
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const userId = user.rows[0].id;
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// Получаем релевантные документы для контекста
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const results = await vectorStore.similaritySearch(message);
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console.log('Found documents:', results);
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const contextIds = results.map(doc => doc.id);
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const response = await chain.invoke({
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question: message
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});
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// Сохраняем историю
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await pool.query(
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'INSERT INTO chat_history (user_id, message, response, context_docs) VALUES ($1, $2, $3, $4)',
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[userId, message, response, contextIds]
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);
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res.json({ response: response });
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} catch (error) {
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console.error('Ошибка чата:', error);
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if (error.code === 'unsupported_country_region_territory') {
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return res.status(503).json({
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error: 'Сервис временно недоступен в вашем регионе'
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});
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}
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res.status(500).json({ error: 'Ошибка сервера' });
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}
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});
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// Получение истории чата
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router.get('/chat/history', requireAuth, async (req, res) => {
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try {
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const userAddress = req.session.siwe.address;
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// Получаем ID пользователя
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const userResult = await pool.query(
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'SELECT id FROM users WHERE address = $1',
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[userAddress]
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);
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const userId = userResult.rows[0].id;
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// Получаем историю чата
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const history = await pool.query(
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`SELECT * FROM (
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SELECT
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message as content,
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created_at,
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'user' as role
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FROM chat_history
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WHERE user_id = $1
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UNION ALL
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SELECT
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response as content,
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created_at,
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'assistant' as role
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FROM chat_history
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WHERE user_id = $1
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) messages
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ORDER BY created_at ASC`,
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[userId]
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);
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res.json({
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history: history.rows
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});
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} catch (error) {
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console.error('Ошибка получения истории:', error);
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res.status(500).json({ error: 'Ошибка сервера' });
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}
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});
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module.exports = router;
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