Knowledge Graph RAG is an open-source Python library that leverages knowledge graphs and document networks to improve the performance of large language models (LLMs). This library enables users to search and connect information through graph structures, providing richer context for language models. It is widely used in the natural language processing field, particularly in document retrieval and information extraction tasks.