LightRAG: Simple and Fast Retrieval-Augmented Generation

8 October 2024

Papers citing "LightRAG: Simple and Fast Retrieval-Augmented Generation"

8 / 8 papers shown

Title
PropRAG: Guiding Retrieval with Beam Search over Proposition Paths Jingjin Wang LRM 26 0 0 25 Apr 2025
RAKG:Document-level Retrieval Augmented Knowledge Graph Construction Hairong Zhang Jiaheng Si Guohang Yan Boyuan Qi Pinlong Cai Song Mao Ding Wang Botian Shi 21 0 0 14 Apr 2025
Hyper-RAG: Combating LLM Hallucinations using Hypergraph-Driven Retrieval-Augmented Generation Yifan Feng Hao Hu Xingliang Hou Shiquan Liu Shihui Ying S. Du Han Hu Yue Gao 22 0 0 30 Mar 2025
RAG-KG-IL: A Multi-Agent Hybrid Framework for Reducing Hallucinations and Enhancing LLM Reasoning through RAG and Incremental Knowledge Graph Learning Integration Hong Qing Yu Frank McQuade 34 0 0 14 Mar 2025
Knowledge Bridger: Towards Training-free Missing Multi-modality Completion Guanzhou Ke Shengfeng He X. Wang Bo Wang Guoqing Chao Y. Zhang Yi Xie HeXing Su 28 0 0 27 Feb 2025
VideoRAG: Retrieval-Augmented Generation with Extreme Long-Context Videos Xubin Ren Lingrui Xu Long Xia S. Wang Dawei Yin Chao Huang VGen VLM 46 3 0 03 Feb 2025
A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models Qinggang Zhang Shengyuan Chen Yuanchen Bei Zheng Yuan Huachi Zhou Zijin Hong Junnan Dong Hao-Heng Chen Yi-Ju Chang Xiao Huang 3DV 53 5 0 21 Jan 2025
Leverage Knowledge Graph and Large Language Model for Law Article Recommendation: A Case Study of Chinese Criminal Law Yongming Chen Miner Chen Ye Zhu Juan Pei Siyu Chen Yu Zhou Yi Wang Yifan Zhou Hao Li Songan Zhang AILaw ELM 40 1 0 07 Oct 2024