GraphRAG for Engineering Diagrams: ChatP&ID Enables LLM Interaction with P&IDs
Fuente:
arXiv
Guardado en:
| Autores principales: | Alimin, Achmad Anggawirya, Schweidtmann, Artur M. |
|---|---|
| Formato: | Preprint |
| Publicado: |
2026
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Talking like Piping and Instrumentation Diagrams (P&IDs)
por: Alimin, Achmad Anggawirya, et al.
Publicado: (2025)
por: Alimin, Achmad Anggawirya, et al.
Publicado: (2025)
Do We Still Need GraphRAG? Benchmarking RAG and GraphRAG for Agentic Search Systems
por: Fan, Dongzhe, et al.
Publicado: (2026)
por: Fan, Dongzhe, et al.
Publicado: (2026)
GraphRAG-Router: Learning Cost-Efficient Routing over GraphRAGs and LLMs with Reinforcement Learning
por: Fan, Dongzhe, et al.
Publicado: (2026)
por: Fan, Dongzhe, et al.
Publicado: (2026)
Why Neighborhoods Matter: Traversal Context and Provenance in Agentic GraphRAG
por: Terrenzi, Riccardo, et al.
Publicado: (2026)
por: Terrenzi, Riccardo, et al.
Publicado: (2026)
Agentic GraphRAG: Navigating Unstructured Financial Data with Collaborative AI
por: Capozzi, Arthur, et al.
Publicado: (2026)
por: Capozzi, Arthur, et al.
Publicado: (2026)
Deep GraphRAG: A Balanced Approach to Hierarchical Retrieval and Adaptive Integration
por: Li, Yuejie, et al.
Publicado: (2026)
por: Li, Yuejie, et al.
Publicado: (2026)
ROGRAG: A Robustly Optimized GraphRAG Framework
por: Wang, Zhefan, et al.
Publicado: (2025)
por: Wang, Zhefan, et al.
Publicado: (2025)
OpenTCM: A GraphRAG-Empowered LLM-based System for Traditional Chinese Medicine Knowledge Retrieval and Diagnosis
por: He, Jinglin, et al.
Publicado: (2025)
por: He, Jinglin, et al.
Publicado: (2025)
GraphRAG-Causal: A novel graph-augmented framework for causal reasoning and annotation in news
por: Haque, Abdul, et al.
Publicado: (2025)
por: Haque, Abdul, et al.
Publicado: (2025)
Millions of $\text{GeAR}$-s: Extending GraphRAG to Millions of Documents
por: Shen, Zhili, et al.
Publicado: (2025)
por: Shen, Zhili, et al.
Publicado: (2025)
How to Mitigate Information Loss in Knowledge Graphs for GraphRAG: Leveraging Triple Context Restoration and Query-Driven Feedback
por: Huang, Manzong, et al.
Publicado: (2025)
por: Huang, Manzong, et al.
Publicado: (2025)
Comparing RAG and GraphRAG for Page-Level Retrieval Question Answering on Math Textbook
por: Chen, Eason, et al.
Publicado: (2025)
por: Chen, Eason, et al.
Publicado: (2025)
How Significant Are the Real Performance Gains? An Unbiased Evaluation Framework for GraphRAG
por: Zeng, Qiming, et al.
Publicado: (2025)
por: Zeng, Qiming, et al.
Publicado: (2025)
GraphRAG on Consumer Hardware: Benchmarking Local LLMs for Healthcare EHR Schema Retrieval
por: Fernandes, Peter, et al.
Publicado: (2026)
por: Fernandes, Peter, et al.
Publicado: (2026)
LLMs Need Encoders for Semantic IDs Too
por: Chen, Xiangyi, et al.
Publicado: (2026)
por: Chen, Xiangyi, et al.
Publicado: (2026)
KGiRAG: An Iterative GraphRAG Approach for Responding Sensemaking Queries
por: Iacob, Isabela, et al.
Publicado: (2026)
por: Iacob, Isabela, et al.
Publicado: (2026)
Reasoning over Semantic IDs Enhances Generative Recommendation
por: He, Yingzhi, et al.
Publicado: (2026)
por: He, Yingzhi, et al.
Publicado: (2026)
LiteSemRAG: Lightweight LLM-Free Semantic-Aware Graph Retrieval for Robust RAG
por: Yue, Xiao, et al.
Publicado: (2026)
por: Yue, Xiao, et al.
Publicado: (2026)
AlphaFree: Recommendation Free from Users, IDs, and GNNs
por: Jeon, Minseo, et al.
Publicado: (2026)
por: Jeon, Minseo, et al.
Publicado: (2026)
The Best of the Two Worlds: Harmonizing Semantic and Hash IDs for Sequential Recommendation
por: Liu, Ziwei, et al.
Publicado: (2025)
por: Liu, Ziwei, et al.
Publicado: (2025)
Pseudo-Knowledge Graph: Meta-Path Guided Retrieval and In-Graph Text for RAG-Equipped LLM
por: Yang, Yuxin, et al.
Publicado: (2025)
por: Yang, Yuxin, et al.
Publicado: (2025)
XGraphRAG: Interactive Visual Analysis for Graph-based Retrieval-Augmented Generation
por: Wang, Ke, et al.
Publicado: (2025)
por: Wang, Ke, et al.
Publicado: (2025)
When Text-as-Vision Meets Semantic IDs in Generative Recommendation: An Empirical Study
por: Qiao, Shutong, et al.
Publicado: (2026)
por: Qiao, Shutong, et al.
Publicado: (2026)
HugRAG: Hierarchical Causal Knowledge Graph Design for RAG
por: Wang, Nengbo, et al.
Publicado: (2026)
por: Wang, Nengbo, et al.
Publicado: (2026)
HiD-VAE: Interpretable Generative Recommendation via Hierarchical and Disentangled Semantic IDs
por: Fang, Dengzhao, et al.
Publicado: (2025)
por: Fang, Dengzhao, et al.
Publicado: (2025)
Empowering Large Language Model for Sequential Recommendation via Multimodal Embeddings and Semantic IDs
por: Wang, Yuhao, et al.
Publicado: (2025)
por: Wang, Yuhao, et al.
Publicado: (2025)
InstructRAG: Leveraging Retrieval-Augmented Generation on Instruction Graphs for LLM-Based Task Planning
por: Wang, Zheng, et al.
Publicado: (2025)
por: Wang, Zheng, et al.
Publicado: (2025)
Efficient Generative Retrieval for E-commerce Search with Semantic Cluster IDs and Expert-Guided RL
por: Zhu, Jianbo, et al.
Publicado: (2026)
por: Zhu, Jianbo, et al.
Publicado: (2026)
EcphoryRAG: Re-Imagining Knowledge-Graph RAG via Human Associative Memory
por: Liao, Zirui
Publicado: (2025)
por: Liao, Zirui
Publicado: (2025)
RAG vs. GraphRAG: A Systematic Evaluation and Key Insights
por: Han, Haoyu, et al.
Publicado: (2025)
por: Han, Haoyu, et al.
Publicado: (2025)
Knowledge Graph RAG: Agentic Crawling and Graph Construction in Enterprise Documents
por: Chakraborty, Koushik, et al.
Publicado: (2026)
por: Chakraborty, Koushik, et al.
Publicado: (2026)
Clue-RAG: Towards Accurate and Cost-Efficient Graph-based RAG via Multi-Partite Graph and Query-Driven Iterative Retrieval
por: Su, Yaodong, et al.
Publicado: (2025)
por: Su, Yaodong, et al.
Publicado: (2025)
An LLM-RAG Approach for Healthy Eating Index-Informed Personalized Food Recommendations
por: Wang, Yibin, et al.
Publicado: (2026)
por: Wang, Yibin, et al.
Publicado: (2026)
Enhancing Structured-Data Retrieval with GraphRAG: Soccer Data Case Study
por: Sepasdar, Zahra, et al.
Publicado: (2024)
por: Sepasdar, Zahra, et al.
Publicado: (2024)
LERA: LLM-Enhanced RAG for Ad Auction in Generative Chatbots
por: Sun, Haoran, et al.
Publicado: (2026)
por: Sun, Haoran, et al.
Publicado: (2026)
An automatic patent literature retrieval system based on LLM-RAG
por: Ding, Yao, et al.
Publicado: (2025)
por: Ding, Yao, et al.
Publicado: (2025)
AtomicRAG: Atom-Entity Graphs for Retrieval-Augmented Generation
por: Hou, Yanning, et al.
Publicado: (2026)
por: Hou, Yanning, et al.
Publicado: (2026)
GraphRAG-IRL: Personalized Recommendation with Graph-Grounded Inverse Reinforcement Learning and LLM Re-ranking
por: Liang, Siqi, et al.
Publicado: (2026)
por: Liang, Siqi, et al.
Publicado: (2026)
UnWeaving the knots of GraphRAG -- turns out VectorRAG is almost enough
por: Tuora, Ryszard, et al.
Publicado: (2026)
por: Tuora, Ryszard, et al.
Publicado: (2026)
LlamaRec-LKG-RAG: A Single-Pass, Learnable Knowledge Graph-RAG Framework for LLM-Based Ranking
por: Azizi, Vahid, et al.
Publicado: (2025)
por: Azizi, Vahid, et al.
Publicado: (2025)
Ejemplares similares
-
Talking like Piping and Instrumentation Diagrams (P&IDs)
por: Alimin, Achmad Anggawirya, et al.
Publicado: (2025) -
Do We Still Need GraphRAG? Benchmarking RAG and GraphRAG for Agentic Search Systems
por: Fan, Dongzhe, et al.
Publicado: (2026) -
GraphRAG-Router: Learning Cost-Efficient Routing over GraphRAGs and LLMs with Reinforcement Learning
por: Fan, Dongzhe, et al.
Publicado: (2026) -
Why Neighborhoods Matter: Traversal Context and Provenance in Agentic GraphRAG
por: Terrenzi, Riccardo, et al.
Publicado: (2026) -
Agentic GraphRAG: Navigating Unstructured Financial Data with Collaborative AI
por: Capozzi, Arthur, et al.
Publicado: (2026)