Simple RAG Chatbot

An educational chatbot project demonstrating Retrieval-Augmented Generation (RAG), designed as a reference for developers exploring document-based AI assistants.

Overview

This project showcases how to combine document retrieval with OpenAI's language models to answer user queries using relevant content from uploaded documents. It serves as a practical reference for developers interested in building AI-powered assistants.

Setup

1. Clone the repository:

   git clone https://github.com/aporia-ai/simple-rag-chatbot.git
   cd simple-rag-chatbot

2. Install dependencies:

   poetry install

3. Activate the virtual environment:

   poetry shell

4. Set the OpenAI API Key:

   export OPENAI_API_KEY=your_api_key

Usage

Run the chatbot using Chainlit:

chainlit run src/simple_rag_chatbot.py

License

MIT License. See LICENSE file for details.