GraphRAG-Enhanced Dialogue Engine for Domain-Specific Question Answering: A Case Study on the Civil IoT Taiwan Platform

The proliferation of sensor technology has led to an explosion in data volume, making the retrieval of specific information from large repositories increasingly challenging. While Retrieval-Augmented Generation (RAG) can enhance Large Language Models (LLMs), they often lack precision in specialized...

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Hlavní autoři:	Hui-Hung Yu, Wei-Tsun Lin, Chih-Wei Kuan, Chao-Chi Yang, Kuan-Min Liao
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	MDPI AG 2025-09-01
Edice:	Future Internet
Témata:	graph retrieval-augmented generation (GraphRAG) knowledge graph (KG) large language model (LLM) semantics SensorThings API
On-line přístup:	https://www.mdpi.com/1999-5903/17/9/414
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