FalkorDB is a high‑performance graph database that leverages GraphBLAS for sparse adjacency matrix graph representation, delivering fast query processing. It is designed to serve as a leading Knowledge Graph specifically tailored for Large Language Models, enabling GraphRAG applications. By focusing on efficiency and scalability, FalkorDB aims to provide the best graph infrastructure for LLM‑based knowledge retrieval.