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AutoRAG: Automated Framework for optimization of Retrieval Augmented Generation Pipeline

AutoRAG: Automated Framework for optimization of Retrieval Augmented Generation Pipeline

Dongkyu Kim
Byoungwook Kim
Donggeon Han
Matouš Eibich
ArXiv (abs)PDFHTMLGithub (14★)

Papers citing "AutoRAG: Automated Framework for optimization of Retrieval Augmented Generation Pipeline"

9 / 9 papers shown
Title
AdaVideoRAG: Omni-Contextual Adaptive Retrieval-Augmented Efficient Long Video Understanding
AdaVideoRAG: Omni-Contextual Adaptive Retrieval-Augmented Efficient Long Video Understanding
Zhucun Xue
Jiangning Zhang
Xurong Xie
Yuxuan Cai
Yong-Jin Liu
Xiangtai Li
Dacheng Tao
VGenVLM
47
0
0
16 Jun 2025
FlexRAG: A Flexible and Comprehensive Framework for Retrieval-Augmented Generation
FlexRAG: A Flexible and Comprehensive Framework for Retrieval-Augmented Generation
Zhuocheng Zhang
Yang Feng
Min Zhang
44
0
0
14 Jun 2025
Single LLM, Multiple Roles: A Unified Retrieval-Augmented Generation Framework Using Role-Specific Token Optimization
Single LLM, Multiple Roles: A Unified Retrieval-Augmented Generation Framework Using Role-Specific Token Optimization
Yutao Zhu
Jiajie Jin
Hongjin Qian
Zheng Liu
Ji-Rong Wen
Ji-Rong Wen
120
0
0
21 May 2025
An Analysis of Hyper-Parameter Optimization Methods for Retrieval Augmented Generation
An Analysis of Hyper-Parameter Optimization Methods for Retrieval Augmented Generation
Matan Orbach
Ohad Eytan
Benjamin Sznajder
Ariel Gera
O. Boni
...
Eyal Shnarch
Michael E. Factor
Shila Ofek-Koifman
Paula Ta-Shma
Assaf Toledo
72
0
0
06 May 2025
Urban Computing in the Era of Large Language Models
Urban Computing in the Era of Large Language Models
Zhonghang Li
Lianghao Xia
Xubin Ren
J. Tang
Tianyi Chen
Yong-mei Xu
Chenyu Huang
231
0
0
02 Apr 2025
Faster, Cheaper, Better: Multi-Objective Hyperparameter Optimization for LLM and RAG Systems
Faster, Cheaper, Better: Multi-Objective Hyperparameter Optimization for LLM and RAG Systems
Matthew Barker
Andrew Bell
Evan Thomas
James Carr
Thomas Andrews
Umang Bhatt
167
2
0
25 Feb 2025
Rankify: A Comprehensive Python Toolkit for Retrieval, Re-Ranking, and Retrieval-Augmented Generation
Rankify: A Comprehensive Python Toolkit for Retrieval, Re-Ranking, and Retrieval-Augmented Generation
Abdelrahman Abdallah
Bhawna Piryani
Jamshid Mozafari
Mohammed Ali
Adam Jatowt
364
1
0
21 Feb 2025
Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking Agents
Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking Agents
Weiwei Sun
Lingyong Yan
Xinyu Ma
Shuaiqiang Wang
Fajie Yuan
Zhumin Chen
D. Yin
Zhaochun Ren
RALMALMELMLRMLM&MA
236
315
0
31 Dec 2024
FlashRAG: A Modular Toolkit for Efficient Retrieval-Augmented Generation Research
FlashRAG: A Modular Toolkit for Efficient Retrieval-Augmented Generation Research
Jiajie Jin
Yutao Zhu
Xinyu Yang
Chenghao Zhang
Zhicheng Dou
Chenghao Zhang
Tong Zhao
Zhao Yang
Zhicheng Dou
Ji-Rong Wen
VLM
172
72
0
22 May 2024

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