Imagen de Portada

Open-Source Agentic Hybrid RAG Framework for Scientific Literature Review

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Nagori, Aditya, Casonatto, Ricardo Accorsi, Gautam, Ayush, Cheruvu, Abhinav Manikantha Sai, Kamaleswaran, Rishikesan
Formato:	Preprint
Publicado:	2025
Materias:	Information Retrieval Artificial Intelligence
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Planner-Auditor Twin: Agentic Discharge Planning with FHIR-Based LLM Planning, Guideline Recall, Optional Caching and Self-Improvement
por: Wu, Kaiyuan, et al.
Publicado: (2026)

TechGraphRAG: An Agentic Graph-Augmented RAG Framework for Technical Literature Reasoning
por: Singh, Kanwar Bharat
Publicado: (2026)

Test-Time Strategies for More Efficient and Accurate Agentic RAG
por: Zhang, Brian, et al.
Publicado: (2026)

AgenticRAG: Agentic Retrieval for Enterprise Knowledge Bases
por: Suresh, Susheel, et al.
Publicado: (2026)

TeaRAG: A Token-Efficient Agentic Retrieval-Augmented Generation Framework
por: Zhang, Chao, et al.
Publicado: (2025)

Do We Still Need GraphRAG? Benchmarking RAG and GraphRAG for Agentic Search Systems
por: Fan, Dongzhe, et al.
Publicado: (2026)

A Multi-Source Retrieval Question Answering Framework Based on RAG
por: Wu, Ridong, et al.
Publicado: (2024)

HF-RAG: Hierarchical Fusion-based RAG with Multiple Sources and Rankers
por: Santra, Payel, et al.
Publicado: (2025)

Evaluating the Efficacy of Open-Source LLMs in Enterprise-Specific RAG Systems: A Comparative Study of Performance and Scalability
por: B, Gautam, et al.
Publicado: (2024)

LitLLM: A Toolkit for Scientific Literature Review
por: Agarwal, Shubham, et al.
Publicado: (2024)

Comparing Knowledge Sources for Open-Domain Scientific Claim Verification
por: Vladika, Juraj, et al.
Publicado: (2024)

DeepXiv-SDK: An Agentic Data Interface for Scientific Literature
por: Qian, Hongjin, et al.
Publicado: (2026)

Why Neighborhoods Matter: Traversal Context and Provenance in Agentic GraphRAG
por: Terrenzi, Riccardo, et al.
Publicado: (2026)

Knowledge Graph RAG: Agentic Crawling and Graph Construction in Enterprise Documents
por: Chakraborty, Koushik, et al.
Publicado: (2026)

Agentic GraphRAG: Navigating Unstructured Financial Data with Collaborative AI
por: Capozzi, Arthur, et al.
Publicado: (2026)

Agentic Retrieval-Augmented Generation: A Survey on Agentic RAG
por: Singh, Aditi, et al.
Publicado: (2025)

MiniOneRec: An Open-Source Framework for Scaling Generative Recommendation
por: Kong, Xiaoyu, et al.
Publicado: (2025)

AgentSLR: Automating Systematic Literature Reviews in Epidemiology with Agentic AI
por: Padarha, Shreyansh, et al.
Publicado: (2026)

Agentic RAG with Knowledge Graphs for Complex Multi-Hop Reasoning in Real-World Applications
por: Lelong, Jean, et al.
Publicado: (2025)

AgenticRAG: Tool-Augmented Foundation Models for Zero-Shot Explainable Recommender Systems
por: Ma, Bo, et al.
Publicado: (2025)

Agent-UniRAG: A Trainable Open-Source LLM Agent Framework for Unified Retrieval-Augmented Generation Systems
por: Pham, Hoang, et al.
Publicado: (2025)

Engineering the RAG Stack: A Comprehensive Review of the Architecture and Trust Frameworks for Retrieval-Augmented Generation Systems
por: Wampler, Dean, et al.
Publicado: (2025)

Self-MedRAG: a Self-Reflective Hybrid Retrieval-Augmented Generation Framework for Reliable Medical Question Answering
por: Ryan, Jessica, et al.
Publicado: (2026)

Knowledge Navigator: LLM-guided Browsing Framework for Exploratory Search in Scientific Literature
por: Katz, Uri, et al.
Publicado: (2024)

Towards Efficient Educational Chatbots: Benchmarking RAG Frameworks
por: Khan, Umar Ali, et al.
Publicado: (2025)

JADE: Bridging the Strategic-Operational Gap in Dynamic Agentic RAG
por: Chen, Yiqun, et al.
Publicado: (2026)

A Reference Architecture for Agentic Hybrid Retrieval in Dataset Search
por: Terrenzi, Riccardo, et al.
Publicado: (2026)

Leveraging Large Language Models for Automated Scalable Development of Open Scientific Databases
por: Gautam, Nikita, et al.
Publicado: (2026)

A2RAG: Adaptive Agentic Graph Retrieval for Cost-Aware and Reliable Reasoning
por: Liu, Jiate, et al.
Publicado: (2026)

RAGe: A Retrieval-Augmented Generation Evaluation Framework
por: Guder, Larissa, et al.
Publicado: (2026)

ER-RAG: Enhance RAG with ER-Based Unified Modeling of Heterogeneous Data Sources
por: Xia, Yikuan, et al.
Publicado: (2025)

Social Biases in Knowledge Representations of Wikidata separates Global North from Global South
por: Das, Paramita, et al.
Publicado: (2025)

Overcoming LLM Challenges using RAG-Driven Precision in Coffee Leaf Disease Remediation
por: S, Selva Kumar, et al.
Publicado: (2024)

Reasoning RAG via System 1 or System 2: A Survey on Reasoning Agentic Retrieval-Augmented Generation for Industry Challenges
por: Liang, Jintao, et al.
Publicado: (2025)

Context-augmented Retrieval: A Novel Framework for Fast Information Retrieval based Response Generation using Large Language Model
por: Ganesh, Sai, et al.
Publicado: (2024)

Attribution in Scientific Literature: New Benchmark and Methods
por: Saxena, Yash, et al.
Publicado: (2024)

Text-Graph Synergy: A Bidirectional Verification and Completion Framework for RAG
por: Zhong, Jiarui, et al.
Publicado: (2026)

Same Question, Different Source, Different Answer: Auditing Source-Dependence in Medical Multi-Source RAG
por: Li, Yubo, et al.
Publicado: (2026)

RAG-IGBench: Innovative Evaluation for RAG-based Interleaved Generation in Open-domain Question Answering
por: Zhang, Rongyang, et al.
Publicado: (2025)

Evaluating LLMs in Medicine: A Call for Rigor, Transparency
por: Alwakeel, Mahmoud, et al.
Publicado: (2025)