A Comprehensive Survey of Retrieval-Augmented Generation (RAG):
Evolution, Current Landscape and Future Directions

A Comprehensive Survey of Retrieval-Augmented Generation (RAG): Evolution, Current Landscape and Future Directions

3 October 2024

Surya Narayan Singh

Papers citing "A Comprehensive Survey of Retrieval-Augmented Generation (RAG): Evolution, Current Landscape and Future Directions"

15 / 15 papers shown

Title
Demystifying and Enhancing the Efficiency of Large Language Model Based Search Agents Tiannuo Yang Zebin Yao Bowen Jin Lixiao Cui Yusen Li Gang Wang Xiaoguang Liu LLMAG 2 0 0 17 May 2025
mmRAG: A Modular Benchmark for Retrieval-Augmented Generation over Text, Tables, and Knowledge Graphs Chuan Xu Qiaosheng Chen Yutong Feng Gong Cheng RALM 3DV VLM 36 0 0 16 May 2025
LLM-Land: Large Language Models for Context-Aware Drone Landing Siwei Cai Yuwei Wu Lifeng Zhou 34 0 0 09 May 2025
Reconstructing Context: Evaluating Advanced Chunking Strategies for Retrieval-Augmented Generation Carlo Merola Jaspinder Singh RALM 157 0 0 28 Apr 2025
Agentic Multimodal AI for Hyperpersonalized B2B and B2C Advertising in Competitive Markets: An AI-Driven Competitive Advertising Framework Sakhinana Sagar Srinivas Akash Das Shivam Gupta Venkataramana Runkana 52 0 0 01 Apr 2025
Retrieval Augmented Generation and Understanding in Vision: A Survey and New Outlook Xu Zheng Ziqiao Weng Yuanhuiyi Lyu Lutao Jiang Haiwei Xue Bin Ren Danda Pani Paudel N. Sebe Luc Van Gool Xuming Hu 3DV 42 5 0 23 Mar 2025
Investigating Retrieval-Augmented Generation in Quranic Studies: A Study of 13 Open-Source Large Language Models Zahra Khalila Arbi Haza Nasution Winda Monika Aytug Onan Yohei Murakami Yasir Bin Ismail Radi Noor Mohammad Osmani RALM 78 0 0 20 Mar 2025
Agent-Enhanced Large Language Models for Researching Political Institutions Joseph R. Loffredo Suyeol Yun LLMAG 77 0 0 14 Mar 2025
Taxonomic Reasoning for Rare Arthropods: Combining Dense Image Captioning and RAG for Interpretable Classification Nathaniel Lesperance S. Ratnasingham Graham W. Taylor VLM 79 0 0 13 Mar 2025
Poisoned-MRAG: Knowledge Poisoning Attacks to Multimodal Retrieval Augmented Generation Yinuo Liu Zenghui Yuan Guiyao Tie Jiawen Shi Lichao Sun Lichao Sun Neil Zhenqiang Gong 46 1 0 08 Mar 2025
Comprehensive Framework for Evaluating Conversational AI Chatbots Shailja Gupta Rajesh Ranjan Surya Narayan Singh 43 0 0 10 Feb 2025
FinBloom: Knowledge Grounding Large Language Model with Real-time Financial Data Ankur Sinha Chaitanya Agarwal P. Malo AIFin 47 0 0 04 Feb 2025
CFT-RAG: An Entity Tree Based Retrieval Augmented Generation Algorithm With Cuckoo Filter Zerui Li Yangdong Ruan Wenjun Liu Zhengyang Wang Tong Yang 42 1 0 28 Jan 2025
Wormhole Memory: A Rubik's Cube for Cross-Dialogue Retrieval Libo Wang 135 0 0 24 Jan 2025
PersianRAG: A Retrieval-Augmented Generation System for Persian Language Hossein Hosseini Mohammad Sobhan Zare Amir Hossein Mohammadi Arefeh Kazemi Zahra Zojaji Mohammad Ali Nematbakhsh VLM RALM 34 0 0 05 Nov 2024