GraphRAG, KG-RAG, ToG, ToG2.0, and FMEA-RAG incorporate structured graph reasoning and multi-hop retrieval into the RAG framework, allowing large language models to reason over graph-structured evidence for tasks such as industrial fault diagnosis, knowledge-based summarization, and domain-specific decision making.

Authors

• Person: Not available Organization: Frontiers
  Practices, opportunities and challenges in the fusion of knowledge ...

Sources

• Practices, opportunities and challenges in the fusion of knowledge ... www.frontiersin.org Frontiers via serper

Referenced by nodes (2)

• Large Language Models concept
• Think-on-Graph concept