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Usage Guide

Importing MongoRAG​

import MongoRAG from 'mongodb-rag';

const rag = new MongoRAG({
  mongoUrl: 'mongodb+srv://your-db-url',
  database: 'mydb',
  collection: 'mycollection',
  embedding: {
    provider: 'openai',
    apiKey: process.env.OPENAI_API_KEY
  }
});

await rag.connect();

Running a Search Query​

const results = await rag.search('What is vector search?');
console.log(results);