The Power of Retrieval Augmented Generation: A Comparison between Base and RAG LLMs with Llama2

A deep dive into tailoring pre-trained LLMs for custom use cases using a RAG approach, featuring LangChain and Hugging Face integration

This post was co-authored with Rafael Guedes.

Introduction

Since the release of ChatGPT in November of 2022, Large Language Models (LLMs) have been the hot topic in the AI community for…