In Retrieval-Augmented Generation (RAG) frameworks, knowledge graphs serve as dynamic infrastructure providing factual grounding and structured memory for Large Language Models, rather than acting merely as static repositories for human interpretation.

Authors

• Person: Not available Organization: arXiv
  LLM-empowered knowledge graph construction: A survey - arXiv

Sources

• LLM-empowered knowledge graph construction: A survey - arXiv arxiv.org arXiv via serper

Referenced by nodes (3)

• Large Language Models concept
• knowledge graphs concept
• Retrieval-Augmented Generation (RAG) concept