NEW Knowledge Graph based RAG: SimGRAG (no training)
Excellent new Knowledge Graph based RAG system called SimGraphRAG, or simply SimGRAG.
Overview of our four classical KG-based RAG systems, and the new SimGRAG, which outperform them. Short technical deep dive into the new methods and algorithms, plus code via GitHub repo.
All rights w/ authors:
SimGRAG: Leveraging Similar Subgraphs for Knowledge Graphs
Driven Retrieval-Augmented Generation
Yuzheng Cai, Zhenyue Guo, Yiwen Pei, Wanrui Bian, Weiguo Zheng
from Fudan University
#airesearch
#knowledgegraph
#science
#aiagents
#graph