GraphRAG: Graph-Based Retrieval-Augmented Generation

Jun 1, 2025 · 16 min read · GraphRAG is an emerging approach that integrates graph-structured knowledge into Retrieval-Augmented Generation (RAG) systems. In traditional RAG, a large language model (LLM) is augmented with external information (often via a vector database of tex...