The triplet retrieval process in the KG-IRAG framework involves: (1) LLM1 identifies the starting time and location, (2) the system searches the knowledge graph for triplets matching these initial conditions, (3) LLM1 provides a reasoning prompt to guide the search, (4) the system retrieves a set of triplets relevant to the query, (5) LLM2 assesses whether the retrieved triplets and reasoning prompt are sufficient to answer the query, and (6) if insufficient, the system iterates by moving to the next time slot or location to retrieve additional triplets.

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 (1)

• KG-IRAG concept