There has been a lot of buzz around developing RAG (Retrieval Augmented Generation) pipelines powered by LLMs and Knowledge Graphs (KG) lately. In this article, let’s take a close look at Knowledge Graphs by building an RAG pipeline for the Philadelphia Phillies using LlamaIndex and NebulaGraph.

Use Case

We will use Knowledge Graph, specifically the open source NebulaGraph, to query information on the Philadelphia Phillies, the Major League Baseball team based in Philadelphia. My whole family are big fans of the Phillies!