RAG-Powered-AI-Assistant

Welcome to the RAG-Powered AI Assistant repository! This project demonstrates how to build a Retrieval-Augmented Generation (RAG) powered AI assistant.

Preparation

1. Clone the repository:

   git clone https://github.com/HiIAmTzeKean/RAG-Powered-AI-Assistant
   

2. You will have to download the knowledge base of publications from Ready Tensor and place it under /data directory first.

3. Install the required dependencies using uv:

   uv sync
   

Required environment variables

• MISTRAL_API_KEY: Your Mistral API key.
• HF_KEY: Your Hugging Face API key

Usage

CLI

To run the AI assistant, use the following command after ensuring that the environment variables are set:

uv run cli "What are effective techniques for handling class imbalance?"

Web UI

To run the web UI, use the following command and navigate to the page in your web browser:

uv run ui