Integrating a Knowledge Graph with a retrieval-augmented generation (RAG) system creates a hybrid architecture known as G-RAG, which enhances information retrieval, data visualization, clustering, and segmentation while mitigating LLM hallucinations.

Authors

• Person: Not available Organization: Neurons Lab
  Empowering RAG Using Knowledge Graphs: KG+RAG = G-RAG

Sources

• Empowering RAG Using Knowledge Graphs: KG+RAG = G-RAG neurons-lab.com Neurons Lab via serper

Referenced by nodes (4)

• Knowledge Graph concept
• Retrieval-Augmented Generation (RAG) concept
• LLM hallucinations in medicine concept
• information retrieval concept