Knowledge Graph RAG: Agentic Crawling and Graph Construction in Enterprise Documents
Fuente:
arXiv
Saved in:
| Main Authors: | Chakraborty, Koushik, Guha, Koyel |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
AgenticRAG: Agentic Retrieval for Enterprise Knowledge Bases
by: Suresh, Susheel, et al.
Published: (2026)
by: Suresh, Susheel, et al.
Published: (2026)
Do We Still Need GraphRAG? Benchmarking RAG and GraphRAG for Agentic Search Systems
by: Fan, Dongzhe, et al.
Published: (2026)
by: Fan, Dongzhe, et al.
Published: (2026)
Agentic RAG with Knowledge Graphs for Complex Multi-Hop Reasoning in Real-World Applications
by: Lelong, Jean, et al.
Published: (2025)
by: Lelong, Jean, et al.
Published: (2025)
Ontology Learning and Knowledge Graph Construction: A Comparison of Approaches and Their Impact on RAG Performance
by: da Cruz, Tiago, et al.
Published: (2025)
by: da Cruz, Tiago, et al.
Published: (2025)
HugRAG: Hierarchical Causal Knowledge Graph Design for RAG
by: Wang, Nengbo, et al.
Published: (2026)
by: Wang, Nengbo, et al.
Published: (2026)
Constructing Micro Knowledge Graphs from Technical Support Documents
by: Kumar, Atul, et al.
Published: (2025)
by: Kumar, Atul, et al.
Published: (2025)
Document Quality Scoring for Web Crawling
by: Pezzuti, Francesca, et al.
Published: (2025)
by: Pezzuti, Francesca, et al.
Published: (2025)
TechGraphRAG: An Agentic Graph-Augmented RAG Framework for Technical Literature Reasoning
by: Singh, Kanwar Bharat
Published: (2026)
by: Singh, Kanwar Bharat
Published: (2026)
Why Neighborhoods Matter: Traversal Context and Provenance in Agentic GraphRAG
by: Terrenzi, Riccardo, et al.
Published: (2026)
by: Terrenzi, Riccardo, et al.
Published: (2026)
Agentic GraphRAG: Navigating Unstructured Financial Data with Collaborative AI
by: Capozzi, Arthur, et al.
Published: (2026)
by: Capozzi, Arthur, et al.
Published: (2026)
EcphoryRAG: Re-Imagining Knowledge-Graph RAG via Human Associative Memory
by: Liao, Zirui
Published: (2025)
by: Liao, Zirui
Published: (2025)
Pseudo-Knowledge Graph: Meta-Path Guided Retrieval and In-Graph Text for RAG-Equipped LLM
by: Yang, Yuxin, et al.
Published: (2025)
by: Yang, Yuxin, et al.
Published: (2025)
Automated Construction of Theme-specific Knowledge Graphs
by: Ding, Linyi, et al.
Published: (2024)
by: Ding, Linyi, et al.
Published: (2024)
How to Mitigate Information Loss in Knowledge Graphs for GraphRAG: Leveraging Triple Context Restoration and Query-Driven Feedback
by: Huang, Manzong, et al.
Published: (2025)
by: Huang, Manzong, et al.
Published: (2025)
A2RAG: Adaptive Agentic Graph Retrieval for Cost-Aware and Reliable Reasoning
by: Liu, Jiate, et al.
Published: (2026)
by: Liu, Jiate, et al.
Published: (2026)
EICopilot: Search and Explore Enterprise Information over Large-scale Knowledge Graphs with LLM-driven Agents
by: Yun, Yuhui, et al.
Published: (2025)
by: Yun, Yuhui, et al.
Published: (2025)
Knowledge Management for Automobile Failure Analysis Using Graph RAG
by: Ojima, Yuta, et al.
Published: (2024)
by: Ojima, Yuta, et al.
Published: (2024)
Clue-RAG: Towards Accurate and Cost-Efficient Graph-based RAG via Multi-Partite Graph and Query-Driven Iterative Retrieval
by: Su, Yaodong, et al.
Published: (2025)
by: Su, Yaodong, et al.
Published: (2025)
Ontology-grounded Automatic Knowledge Graph Construction by LLM under Wikidata schema
by: Feng, Xiaohan, et al.
Published: (2024)
by: Feng, Xiaohan, et al.
Published: (2024)
LiteSemRAG: Lightweight LLM-Free Semantic-Aware Graph Retrieval for Robust RAG
by: Yue, Xiao, et al.
Published: (2026)
by: Yue, Xiao, et al.
Published: (2026)
Millions of $\text{GeAR}$-s: Extending GraphRAG to Millions of Documents
by: Shen, Zhili, et al.
Published: (2025)
by: Shen, Zhili, et al.
Published: (2025)
OpenTCM: A GraphRAG-Empowered LLM-based System for Traditional Chinese Medicine Knowledge Retrieval and Diagnosis
by: He, Jinglin, et al.
Published: (2025)
by: He, Jinglin, et al.
Published: (2025)
AtomicRAG: Atom-Entity Graphs for Retrieval-Augmented Generation
by: Hou, Yanning, et al.
Published: (2026)
by: Hou, Yanning, et al.
Published: (2026)
GraphRAG-Router: Learning Cost-Efficient Routing over GraphRAGs and LLMs with Reinforcement Learning
by: Fan, Dongzhe, et al.
Published: (2026)
by: Fan, Dongzhe, et al.
Published: (2026)
Enhancing Serendipity Recommendation System by Constructing Dynamic User Knowledge Graphs with Large Language Models
by: Yong, Qian, et al.
Published: (2025)
by: Yong, Qian, et al.
Published: (2025)
TOBUGraph: Knowledge Graph-Based Retrieval for Enhanced LLM Performance Beyond RAG
by: Kashmira, Savini, et al.
Published: (2024)
by: Kashmira, Savini, et al.
Published: (2024)
Text-Graph Synergy: A Bidirectional Verification and Completion Framework for RAG
by: Zhong, Jiarui, et al.
Published: (2026)
by: Zhong, Jiarui, et al.
Published: (2026)
Knowledge Graph Pruning for Recommendation
by: Lin, Fake, et al.
Published: (2024)
by: Lin, Fake, et al.
Published: (2024)
LlamaRec-LKG-RAG: A Single-Pass, Learnable Knowledge Graph-RAG Framework for LLM-Based Ranking
by: Azizi, Vahid, et al.
Published: (2025)
by: Azizi, Vahid, et al.
Published: (2025)
ObjectGraph: From Document Injection to Knowledge Traversal -- A Native File Format for the Agentic Era
by: Dubey, Mohit, et al.
Published: (2026)
by: Dubey, Mohit, et al.
Published: (2026)
Personalized Federated Knowledge Graph Embedding with Client-Wise Relation Graph
by: Zhang, Xiaoxiong, et al.
Published: (2024)
by: Zhang, Xiaoxiong, et al.
Published: (2024)
Dynamic Knowledge Selector and Evaluator for recommendation with Knowledge Graph
by: Xia, Feng, et al.
Published: (2025)
by: Xia, Feng, et al.
Published: (2025)
Optimizing and Evaluating Enterprise Retrieval-Augmented Generation (RAG): A Content Design Perspective
by: Packowski, Sarah, et al.
Published: (2024)
by: Packowski, Sarah, et al.
Published: (2024)
MG$^2$-RAG: Multi-Granularity Graph for Multimodal Retrieval-Augmented Generation
by: Dai, Sijun, et al.
Published: (2026)
by: Dai, Sijun, et al.
Published: (2026)
Deep GraphRAG: A Balanced Approach to Hierarchical Retrieval and Adaptive Integration
by: Li, Yuejie, et al.
Published: (2026)
by: Li, Yuejie, et al.
Published: (2026)
FastInsight: Fast and Insightful Retrieval via Fusion Operators for Graph RAG
by: An, Seonho, et al.
Published: (2026)
by: An, Seonho, et al.
Published: (2026)
XGraphRAG: Interactive Visual Analysis for Graph-based Retrieval-Augmented Generation
by: Wang, Ke, et al.
Published: (2025)
by: Wang, Ke, et al.
Published: (2025)
Docs2KG: Unified Knowledge Graph Construction from Heterogeneous Documents Assisted by Large Language Models
by: Sun, Qiang, et al.
Published: (2024)
by: Sun, Qiang, et al.
Published: (2024)
Test-Time Strategies for More Efficient and Accurate Agentic RAG
by: Zhang, Brian, et al.
Published: (2026)
by: Zhang, Brian, et al.
Published: (2026)
Representing Web Applications As Knowledge Graphs
by: Chandrasekharuni, Yogesh
Published: (2024)
by: Chandrasekharuni, Yogesh
Published: (2024)
Similar Items
-
AgenticRAG: Agentic Retrieval for Enterprise Knowledge Bases
by: Suresh, Susheel, et al.
Published: (2026) -
Do We Still Need GraphRAG? Benchmarking RAG and GraphRAG for Agentic Search Systems
by: Fan, Dongzhe, et al.
Published: (2026) -
Agentic RAG with Knowledge Graphs for Complex Multi-Hop Reasoning in Real-World Applications
by: Lelong, Jean, et al.
Published: (2025) -
Ontology Learning and Knowledge Graph Construction: A Comparison of Approaches and Their Impact on RAG Performance
by: da Cruz, Tiago, et al.
Published: (2025) -
HugRAG: Hierarchical Causal Knowledge Graph Design for RAG
by: Wang, Nengbo, et al.
Published: (2026)