The KG-IRAG iterative RAG process proceeds as follows: (1) identify the starting time and location, (2) perform KG exploration to retrieve relevant triplets, (3) evaluate the retrieved data using LLM2 to determine if the problem is solved, (4) if unresolved, adjust search criteria by moving to a different time or location, and (5) continue retrieving new triplets until the answer is generated.

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 (2)

• KG-IRAG concept
• triplets concept