Retrieval Augmented Generation (RAG) App

Retrieval Augmented Generation (RAG) system built from scratch using Python and open-source tools. It uses Llama 3 as a language model, powered by Groq, and Nomic embeddings. It includes Christopher Nolan's Inception movie script as a source document, but you can add any documents of your choice.

For a detailed explanation of the code and the concepts behind RAG, check out this blog post:

And you can access the GitHub code repository here: