Improving Information Retrieval with Knowledge Graphs: Comparing VectorDB RAG vs Graph-Powered RAG on AWS

Introduction Large Language Models (LLMs) have become ubiquitous, but their tendency to “hallucinate” non-factual details remains a challenge. Retrieval Augmented Generation (RAG) was introduced to ground LLM responses in actual data by retrieving re...