Enhancing geodatabases operability: advanced human-computer interaction through RAG and Multi-Agent Systems

The increasing demand for efficient geographic data querying has underscored the need to improve both the speed and accuracy of such operations. This study presents a novel approach that combines Retrieval-Augmented Generation (RAG) with a Large Language Model (LLM)-based Multi-Agent System (MAS) to...

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Bibliographic Details
Main Authors: Ziming Peng, Xi Kuai, Shuisong Ke, Xuehui Dong, Renzhong Guo
Format: Article
Language:English
Published: Taylor & Francis Group 2025-04-01
Series:Big Earth Data
Subjects:
Online Access:https://www.tandfonline.com/doi/10.1080/20964471.2025.2483541
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