Cover Image

A2RAG: Adaptive Agentic Graph Retrieval for Cost-Aware and Reliable Reasoning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Liu, Jiate, Chen, Zebin, Qiao, Shaobo, Ju, Mingchen, Zhang, Danting, Han, Bocheng, Yu, Shuyue, Shu, Xin, Wu, Jingling, Wen, Dong, Cao, Xin, Liu, Guanfeng, Yang, Zhengyi
Format:	Preprint
Published:	2026
Subjects:	Information Retrieval Artificial Intelligence Databases
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

BubbleRAG: Evidence-Driven Retrieval-Augmented Generation for Black-Box Knowledge Graphs
by: Pan, Duyi, et al.
Published: (2026)

CARROT: A Learned Cost-Constrained Retrieval Optimization System for RAG
by: Wang, Ziting, et al.
Published: (2024)

PentaRAG: Large-Scale Intelligent Knowledge Retrieval for Enterprise LLM Applications
by: Syarubany, Abu Hanif Muhammad, et al.
Published: (2025)

Fairness-Aware Retrieval Optimization for Retrieval-Augmented Generation
by: Zhao, Yingqi, et al.
Published: (2026)

In-depth Analysis of Graph-based RAG in a Unified Framework
by: Zhou, Yingli, et al.
Published: (2025)

SAGE: A Framework of Precise Retrieval for RAG
by: Zhang, Jintao, et al.
Published: (2025)

HyEm: Query-Adaptive Hyperbolic Retrieval for Biomedical Ontologies via Euclidean Vector Indexing
by: Deng, Ou, et al.
Published: (2026)

Empowering Graph-based Approximate Nearest Neighbor Search with Adaptive Awareness Capabilities
by: Ruan, Jiancheng, et al.
Published: (2025)

Beyond Quacking: Deep Integration of Language Models and RAG into DuckDB
by: Dorbani, Anas, et al.
Published: (2025)

Path-Constrained Retrieval: A Structural Approach to Reliable LLM Agent Reasoning Through Graph-Scoped Semantic Search
by: Oladokun, Joseph
Published: (2025)

On the Costs and Benefits of Learned Indexing for Dynamic High-Dimensional Data: Extended Version
by: Slanináková, Terézia, et al.
Published: (2025)

Pneuma: Leveraging LLMs for Tabular Data Representation and Retrieval in an End-to-End System
by: Balaka, Muhammad Imam Luthfi, et al.
Published: (2025)

An Interactive Multi-modal Query Answering System with Retrieval-Augmented Large Language Models
by: Wang, Mengzhao, et al.
Published: (2024)

OrchANN: A Unified I/O Orchestration Framework for Skewed Out-of-Core Vector Search
by: Huan, Chengying, et al.
Published: (2025)

Balancing Content Size in RAG-Text2SQL System
by: Gurawa, Prakhar, et al.
Published: (2025)

Data-Aware Socratic Query Refinement in Database Systems
by: Zhang, Ruiyuan, et al.
Published: (2025)

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

Relational Deep Dive: Error-Aware Queries Over Unstructured Data
by: Chao, Daren, et al.
Published: (2025)

Optimization of embeddings storage for RAG systems using quantization and dimensionality reduction techniques
by: Huerga-Pérez, Naamán, et al.
Published: (2025)

RouterKGQA: Specialized--General Model Routing for Constraint-Aware Knowledge Graph Question Answering
by: Yuan, Bo, et al.
Published: (2026)

Cost-Aware Retrieval-Augmentation Reasoning Models with Adaptive Retrieval Depth
by: Hashemi, Helia, et al.
Published: (2025)

Retrieval Effectiveness of Enhanced Bibliographic Records.
by: Dillon, Martin, et al.
Published: (1990)

POQD: Performance-Oriented Query Decomposer for Multi-vector retrieval
by: Liu, Yaoyang, et al.
Published: (2025)

Doctor-RAG: Failure-Aware Repair for Agentic Retrieval-Augmented Generation
by: Jiao, Shuguang, et al.
Published: (2026)

AlayaLaser: Efficient Index Layout and Search Strategy for Large-scale High-dimensional Vector Similarity Search
by: Chen, Weijian, et al.
Published: (2026)

Retrieval Augmented Generation using Engineering Design Knowledge
by: Siddharth, L., et al.
Published: (2023)

Generalized Range Filtering Approximate Nearest Neighbor Search: Containment and Overlap [Technical Report]
by: Liu, Yingfan, et al.
Published: (2026)

MLego: Interactive and Scalable Topic Exploration Through Model Reuse
by: Ye, Fei, et al.
Published: (2025)

LIST: Learning to Index Spatio-Textual Data for Embedding based Spatial Keyword Queries
by: Yin, Ziqi, et al.
Published: (2024)

Learned Data Compression: Challenges and Opportunities for the Future
by: Liu, Qiyu, et al.
Published: (2024)

Knowledge Graph-based Retrieval-Augmented Generation for Schema Matching
by: Ma, Chuangtao, et al.
Published: (2025)

CubeGraph: Efficient Retrieval-Augmented Generation for Spatial and Temporal Data
by: Yang, Mingyu, et al.
Published: (2026)

GEM: A Native Graph-based Index for Multi-Vector Retrieval
by: Tian, Yao, et al.
Published: (2026)

Lightweight Correlation-Aware Table Compression
by: Stoian, Mihail, et al.
Published: (2024)

MVR-cache: Optimizing Semantic Caching via Multi-Vector Retrieval and Learned Prompt Segmentation
by: Noshad, Ali, et al.
Published: (2026)

GRASP: Generic Reasoning And SPARQL Generation across Knowledge Graphs
by: Walter, Sebastian, et al.
Published: (2025)

TabSQLify: Enhancing Reasoning Capabilities of LLMs Through Table Decomposition
by: Nahid, Md Mahadi Hasan, et al.
Published: (2024)

Cost-Effective, Low Latency Vector Search with Azure Cosmos DB
by: Upreti, Nitish, et al.
Published: (2025)

Learning Filter-Aware Distance Metrics for Nearest Neighbor Search with Multiple Filters
by: Sutradhar, Ananya, et al.
Published: (2025)

AutoPK: Leveraging LLMs and a Hybrid Similarity Metric for Advanced Retrieval of Pharmacokinetic Data from Complex Tables and Documents
by: Sholehrasa, Hossein, et al.
Published: (2025)