Imagen de Portada

A Collaborative Multi-Agent Approach to Retrieval-Augmented Generation Across Diverse Data

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Salve, Aniruddha, Attar, Saba, Deshmukh, Mahesh, Shivpuje, Sayali, Utsab, Arnab Mitra
Formato:	Preprint
Publicado:	2024
Materias:	Artificial Intelligence
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Towards Open-World Retrieval-Augmented Generation on Knowledge Graph: A Multi-Agent Collaboration Framework
por: Xu, Jiasheng, et al.
Publicado: (2025)

MA-RAG: Multi-Agent Retrieval-Augmented Generation via Collaborative Chain-of-Thought Reasoning
por: Nguyen, Thang, et al.
Publicado: (2025)

Question-Answering Based Summarization of Electronic Health Records using Retrieval Augmented Generation
por: Saba, Walid, et al.
Publicado: (2024)

DuetRAG: Collaborative Retrieval-Augmented Generation
por: Jiao, Dian, et al.
Publicado: (2024)

Synchronization Dynamics of Heterogeneous, Collaborative Multi-Agent AI Systems
por: Mitra, Chiranjit
Publicado: (2025)

Generalizable Agent Modeling for Agent Collaboration-Competition Adaptation with Multi-Retrieval and Dynamic Generation
por: Wang, Chenxu, et al.
Publicado: (2025)

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style
por: Sanyal, Debdeep, et al.
Publicado: (2025)

HM-RAG: Hierarchical Multi-Agent Multimodal Retrieval Augmented Generation
por: Liu, Pei, et al.
Publicado: (2025)

MATRAG: Multi-Agent Transparent Retrieval-Augmented Generation for Explainable Recommendations
por: Mehta, Sushant
Publicado: (2026)

Retrieval-Augmented Multi-Agent System for Rapid Statement of Work Generation
por: Suravarjhula, Amulya, et al.
Publicado: (2025)

Enhancing Retrieval Augmentation via Adversarial Collaboration
por: Zhang, Letian, et al.
Publicado: (2025)

Benchmarking Retrieval-Augmented Generation in Multi-Modal Contexts
por: Liu, Zhenghao, et al.
Publicado: (2025)

DEMENTIA-PLAN: An Agent-Based Framework for Multi-Knowledge Graph Retrieval-Augmented Generation in Dementia Care
por: Song, Yutong, et al.
Publicado: (2025)

Multi-Agent Path Finding via Offline RL and LLM Collaboration
por: Atasever, Merve, et al.
Publicado: (2025)

SynthesizRR: Generating Diverse Datasets with Retrieval Augmentation
por: Divekar, Abhishek, et al.
Publicado: (2024)

M$^3$Prune: Hierarchical Communication Graph Pruning for Efficient Multi-Modal Multi-Agent Retrieval-Augmented Generation
por: Shao, Weizi, et al.
Publicado: (2025)

CoRAG: Collaborative Retrieval-Augmented Generation
por: Muhamed, Aashiq, et al.
Publicado: (2025)

Efficient Agent: Optimizing Planning Capability for Multimodal Retrieval Augmented Generation
por: Wang, Yuechen, et al.
Publicado: (2025)

SEMA-RAG: A Self-Evolving Multi-Agent Retrieval-Augmented Generation Framework for Medical Reasoning
por: Huang, Yongfeng, et al.
Publicado: (2026)

MMAU: A Holistic Benchmark of Agent Capabilities Across Diverse Domains
por: Yin, Guoli, et al.
Publicado: (2024)

Dynamic Context Adaptation for Consistent Role-Playing Agents with Retrieval-Augmented Generations
por: Park, Jeiyoon, et al.
Publicado: (2025)

Retrieval is Cheap, Show Me the Code: Executable Multi-Hop Reasoning for Retrieval-Augmented Generation
por: Sun, Jiashuo, et al.
Publicado: (2026)

Data Quality Challenges in Retrieval-Augmented Generation
por: Müller, Leopold, et al.
Publicado: (2025)

Memory-Augmented LLM-based Multi-Agent System for Automated Feature Generation on Tabular Data
por: Dong, Fengxian, et al.
Publicado: (2026)

AgentInit: Initializing LLM-based Multi-Agent Systems via Diversity and Expertise Orchestration for Effective and Efficient Collaboration
por: Tian, Chunhao, et al.
Publicado: (2025)

AgentSGEN: Multi-Agent LLM in the Loop for Semantic Collaboration and GENeration of Synthetic Data
por: Xuan, Vu Dinh, et al.
Publicado: (2025)

Collaborative Medical Triage under Uncertainty: A Multi-Agent Dynamic Matching Approach
por: Cheng, Hongyan, et al.
Publicado: (2025)

Hybrid Retrieval-Augmented Generation Agent for Trustworthy Legal Question Answering in Judicial Forensics
por: Xi, Yueqing, et al.
Publicado: (2025)

Leveraging Chemistry Foundation Models to Facilitate Structure Focused Retrieval Augmented Generation in Multi-Agent Workflows for Catalyst and Materials Design
por: Park, Nathaniel H., et al.
Publicado: (2024)

MMKB-RAG: A Multi-Modal Knowledge-Based Retrieval-Augmented Generation Framework
por: Ling, Zihan, et al.
Publicado: (2025)

Multi-RAG: A Multimodal Retrieval-Augmented Generation System for Adaptive Video Understanding
por: Mao, Mingyang, et al.
Publicado: (2025)

RAG-DIVE: A Dynamic Approach for Multi-Turn Dialogue Evaluation in Retrieval-Augmented Generation
por: Brehme, Lorenz, et al.
Publicado: (2026)

StackRAG Agent: Improving Developer Answers with Retrieval-Augmented Generation
por: Abrahamyan, Davit, et al.
Publicado: (2024)

Prompt Optimization Across Multiple Agents for Representing Diverse Human Populations
por: Nguyen, Manh Hung, et al.
Publicado: (2025)

Thinkquel: A Model Dedicated to Text-to-dbt Using Synthetic Data and a Span-Aware Objective
por: Li, Anni, et al.
Publicado: (2025)

StratRAG: A Multi-Hop Retrieval Evaluation Dataset for Retrieval-Augmented Generation Systems
por: Patodiya, Aryan
Publicado: (2026)

MuISQA: Multi-Intent Retrieval-Augmented Generation for Scientific Question Answering
por: Li, Zhiyuan, et al.
Publicado: (2025)

RAGuard: A Novel Approach for in-context Safe Retrieval Augmented Generation for LLMs
por: Walker, Connor, et al.
Publicado: (2025)

Knowledge Pyramid Construction for Multi-Level Retrieval-Augmented Generation
por: Chen, Rubing, et al.
Publicado: (2024)

LegalGraphRAG: Multi-Agent Graph Retrieval-Augmented Generation for Reliable Legal Reasoning
por: Chen, Zerui, et al.
Publicado: (2026)