Abstract: The rapid advancements in large language models have revolutionized natural language processing, yet their static knowledge bases limit their applicability in dynamic, domain-specific, and ...

Abstract: This paper investigates a GraphRAG framework that integrates knowledge graphs into the Retrieval-Augmented Generation (RAG) architecture to enhance networking applications. While RAG has ...