Glossary: RAG Beyond the Basics

GraphRAG

Also written: LazyGraphRAG, LightRAG, graphrag

A method from Microsoft Research that has a model extract a knowledge graph, group it into communities and summarize them before any question, then answers global questions from those summaries. Indexing is expensive, so it suits large, stable collections.