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Introduction

This project was created to showcase RAG implemention using MongoDB Atlas and Voyage AI.

This is meant to be a simple project - so can shows you how a RAG implementation look like without a complex code.

Components

The project is organized into different components:

  • Back: A back-end service responsible for the AI implementation - meaning that it works with OpenAI, Voyage AI and MongoDB Atlas Database & Vector Search Database.
  • Front: A front-end service that manages the UI/X implementation.

Installation

See the Installation guide

Contributing

Feel free to contribute. Reach me out and/or submit a PR.

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a simple and yet powerful RAG demo with Atlas and Voyage AI

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