NLP Discord Chatbot using RAG Architecture

Introduction

This is a simple chatbot that uses the RAG architecture to answer questions. Every prompt is used to retrieve context from a vector database, and the answer is generated using the retrieved context and the question.

Currently uses llama3

Made with

• Python (Fastapi, Pytorch, Hugging face Transformers)
• Chroma vector database
• Docker