Agentic RAG

RAG: Retrieval-Augmented Generation

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15 papers in the last four weeks, up 88% on the four weeks before. 0.1% of all new papers.

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  1. CHARLIE: An On-Premise Multi-Agent Retrieval-Augmented Generation System for Evidential Reasoning in Forensic Science

    Jul 1, 2026Leandro D. Carneiro, Andre L. S. Meirelles, Juliano de A. Gomes +1Multi-Agent LLM SystemsDigital Forensics

    Forensic Institute, Civil Police of Federal District, Brazil · University of Brasília, Brazil

  2. Bayesian Uncertainty Propagation for Agentic RAG Pipelines: A Proof-of-Concept Study on Multi-Hop Question Answering

    Jul 1, 2026Louis Donaldson, Connor Walker, Koorosh Aslansefat +1Uncertainty QuantificationAgentic RAG

    University of Hull, Hull HU6 7RX, UK

  3. Contrastive Reflection for Iterative Prompt Optimization

    Jun 29, 2026Derek Koh, Jinghui Mo, Benjamin H. Le +7LLM Self-RefinementLLM Agent Workflow Optimization

    LinkedIn Sunnyvale, California, USA

  4. KbSD: Knowledge Boundary aware Self-Distillation for Behavioral Calibration in Agentic Search

    Jun 29, 2026Tao Feng, Xinke Jiang, Chao WuLanguage Model CalibrationAgentic RAG

    Zhejiang University, Hangzhou, China · Peking University, Beijing, China

  5. DEEPMED Search: An Open-Source Agentic Platform for Medical Deep Research with Introspective Verification

    Jun 29, 2026Maolin Liu, Fanyu Xu, Ruoqing Xu +3LLM Answer VerificationAgentic Search

    School of Computer Science and Software Engineering, Shanghai University · Department of Computer Science and Engineering, Shanghai Jiao Tong University

  6. Is GraphRAG Needed? From Basic RAG to Graph-/Agentic Solutions with Context Optimization

    Jun 24, 2026Long Chen, Ryan Razkenari, Yuxuan Zhou +5Retrieval-Augmented GenerationGraph Retrieval-Augmented Generation

    1Generative AI Innovation Center, Amazon Web Services (AWS) · 2Cisco Systems, Inc.

  7. Diagnosing and Mitigating Compounding Failures in Agentic Persuasion via Taxonomic Strategy Retrieval

    Jun 23, 2026Sana Ayromlou, Purvi Sehgal, Pradyumna NarayanaMulti-Agent DebateAgentic RAG

    Google

  8. Only Ask What You Don't Know: Grounded Delta Planning for Efficient Multi-step RAG

    Jun 21, 2026Wei-Chieh Chou, Xuanjun Chen, Jian-Ren Lin +3Multi-Hop QARetrieval-Augmented Generation

    Dept. of Computer Science and Information Engineering, National Taiwan University · Graduate Institute of Communication Engineering, National Taiwan University · Department of Economics, National Taiwan University +2

  9. OpenBioRQ: Unsolved Biomedical Research Questions for Agents

    Jun 20, 2026Minbyul JeongAI Agent ReliabilityCitation Verification

    Upstage AI

  10. CalVerT: Augmenting Agents with Calibrated Verifier Telemetry Improves Action and Learning in Knowledge-Intensive Tasks

    Jun 19, 2026Ashwin Vinod, Ying Ding, Elias Stengel-EskinLLM Answer VerificationLLM Agent Verification

    The University of Texas at Austin

  11. Dissecting Agentic RAG: A Component Ablation for Multi-Hop QA with a Local 7B Model

    Jun 19, 2026Sheroz ShaikhMulti-Hop QACross-Encoder Reranking

    Independent Researcher

  12. AI Economist Agent: An Agentic Framework for Evidence-Based Economic and Financial Analysis with RAG, Knowledge Graphs, and Large Language Models

    Jun 18, 2026Masahiro KatoAgentic RAGLLM Agents

    The University of Tokyo

  13. Multi-Agent Transactive Memory

    Jun 18, 2026To Eun Kim, Xuhong He, Dishank Jain +3LLM Agent MemoryAgentic RAG

    1Carnegie Mellon University · University of California, Berkeley

  14. Configurable Clinical Information Extraction with Agentic RAG: What Works, What Breaks, and Why

    Jun 17, 2026Osman Alperen Çinar-Koraş, Marie Bauer, Sameh Khattab +7Clinical Information ExtractionAgentic RAG

    Institute for Artificial Intelligence in Medicine (IKIM), University Medicine Essen, Essen, Germany · Faculty of Computer Science, University of Duisburg-Essen, Essen, Germany · Department of Cardiology and Vascular Medicine, University Hospital Essen, Essen, Germany +3

  15. Decoupling Search from Reasoning: A Vendor-Agnostic Grounding Architecture for LLM Agents

    Jun 17, 2026Emmanuel Aboah Boateng, Kyle MacDonald, Amardeep Kumar +2LLM GroundingTool-Augmented Language Model Agents

    DoorDash, Inc.

  16. ToolChain-CRC: Conformal Risk Control for Agentic AI Under Retrieval and Tool-Use Drift

    Jun 16, 2026Jeffery Opoku, David BanaheneAI Agent ReliabilityDistribution Shift

    The University of Texas Rio Grande Valley, Edinburg, TX, USA · Florida International University, Miami, FL, USA

  17. PathRouter: Aligning Rewards with Retrieval Quality in Agentic Graph Retrieval-Augmented Generation

    Jun 15, 2026Bo Wang, Heyan Huang, Yaolin Li +6Reward ShapingGraph Retrieval-Augmented Generation

    Beijing Institute of Technology · Joy Future Academy

  18. MAGE-RAG: Multigranular Adaptive Graph Evidence for Agentic Multimodal RAG in Long-Document QA

    Jun 14, 2026Yilong Zuo, Xunkai Li, Jing Yuan +3Multimodal RAGGraph Retrieval-Augmented Generation

    Beijing Institute of Technology

  19. Carolina Guide: A Multi-Agent RAG System with Institutional Guardrails for Academic Policy Assistance

    Jun 11, 2026Ben Torsion, Jun ZhouMulti-Agent LLM SystemsLLM Guardrails

    University of South Carolina, Columbia, South Carolina, USA · University of South Carolina, Columbia, USA

  20. CMIP-Forge: An Agentic System that Retrieves, Computes, and Self-Reviews Climate Science

    Jun 10, 2026Dmitrii Pantiukhin, Boris Shapkin, Ivan Kuznetsov +2Climate ScienceClimate Modeling

    Alfred Wegener Institute, Helmholtz Centre for Polar and Marine Research, Bremerhaven, Germany

  21. When More Documents Hurt RAG: Mitigating Vector Search Dilution with Domain-Scoped, Model-Agnostic Retrieval

    Jun 9, 2026Nabaraj Subedi, Ahmed Abdelaty, Shivanand Venkanna SheshappanavarRetrieval-Augmented GenerationAgentic RAG

    Dept. of Electrical Engineering & Computer Science University of Wyoming, Laramie, WY 82071, USA · Dept. of Civil, Architectural Engineering & Construction Management University of Wyoming, Laramie, WY 82071, USA

  22. Trace Only What You Need: Structure-Aware On-Demand Hypergraph Memory for Long-Document Question Answering

    Jun 9, 2026Xiangjun Zai, Xingyu Tan, Chen Chen +2Retrieval-Augmented GenerationGraph Retrieval-Augmented Generation

    University of New South Wales, Australia · CSIRO, Australia · University of Wollongong, Australia

  23. Cross-Agent Learning Signals Enable Coordinated Role-Decomposed LLM Training

    Jun 9, 2026Jaewan Park, Solbee Cho, Jay-Yoon LeeMulti-Agent LLM SystemsMulti-Agent Collaboration

    Seoul National University

  24. Infini Memory: Maintainable Topic Documents for Long-Term LLM Agent Memory

    Jun 9, 2026Suozhao Ji, Baodong Wu, Zehao Wang +8LLM Agent MemoryPersistent Memory for Language Models

    1Infinigence AI · 2Tsinghua University · 3Shanghai Jiaotong University

  25. Agentic Hybrid RAG for Evidence-Grounded Muon Collider Analysis

    Jun 9, 2026Ruobing Jiang, Dawei Fu, Cheng Jiang +6Scientific QAHigh-Energy Physics

    State Key Laboratory of Nuclear Physics and Technology, Peking University, China

  26. Anything2Skill: Compiling External Knowledge into Reusable Skills for Agents

    Jun 8, 2026Qianjun Pan, Yutao Yang, Junsong Li +5LLM Agent MemoryLLM Agent Skill Learning

    School of Computer Science and Technology, East China Normal University, Shanghai · Shanghai AI Laboratory

  27. Decoupling Semantics and Logic: A Training-Free Coarse-to-Fine Pipeline for Video Retrieval-Augmented Generation

    Jun 6, 2026Jiaxin Dai, Zehang Wei, Jiamin Yan +1Multimodal RAGAgentic RAG

    School of AI and Automation, Huazhong University of Science and Technology, China · School of Computer Science & Tech, Huazhong University of Science and Technology

  28. Declarative Skills for AI Agents in Knowledge-Grounded Tool-Use Workflows

    Jun 5, 2026M. Danish Lim, I. Danial Bin Sharudin, Wen Han Chen +2LLM Agent OrchestrationLLM Agent Workflow Optimization

    School of Computing and Information Systems Singapore Management University Singapore

  29. Reducing Hallucinations in Complex Question Answering using Simple Graph-based Retrieval-Augmented Generation (long version)

    Jun 4, 2026Christopher J. Wedge, Joshua Stutter, Danny Dixon +1Multi-Hop QATool-Augmented Language Model Agents

    National Innovation Centre for Data, Newcastle University

  30. Agent-Orchestrated Adaptive RAG: A Comparative Study on Structured and Multi-Hop Retrieval

    Jun 4, 2026Anuj Maharjan, Devinder Kaur, Richard MolyetRetrieval-Augmented GenerationAdaptive RAG

    Dept. of Electrical Engineering and Computer Science University of Toledo Toledo, OH, USA