GraphRAG: Modular Graph-Based RAG System

Summary

GraphRAG is an open-source framework designed to augment Language Model (LLM) responses by integrating knowledge graphs into the retrieval process, enabling more accurate, contextually relevant, and explainable answers.

Problem Solved

Traditional RAG systems often struggle with complex, multi-hop questions or require deep contextual understanding beyond simple keyword matching. GraphRAG addresses this by providing structured relational context.

Core Features

Tech Stack