The KG-IRAG system is compared against two other RAG methods: a standard RAG method without exploration (where LLMs decide the data needed, retrieve it, and then process it) and KG-RAG, which utilizes a Chain of Exploration for Knowledge Graph retrieval as described by Sanmartin (2024).

Authors

• Person: Not available Organization: arXiv
  KG-IRAG: A Knowledge Graph-Based Iterative Retrieval-Augmented ...

Sources

• KG-IRAG: A Knowledge Graph-Based Iterative Retrieval-Augmented ... arxiv.org arXiv via serper

Referenced by nodes (3)

• Retrieval-Augmented Generation (RAG) concept
• KG-IRAG concept
• Chain of Exploration concept