GraphRAG using Llama 3.1

Introduction

Introduction

Welcome everyone! In this tutorial, we will demonstrate how to build a graph rack system using Llama 3.1. Specifically, we will be creating a GraphRAG (graph retrieval-augmented generation) system using LangChain and the Llama 3.1 8B model as our large language model (LLM). Let's dive right in!

Prerequisites

First, you need to install the necessary LangChain packages along with some experimental and community-supported modules. Run the following command to get started: