An intelligent guided troubleshooting method for aircraft based on HybirdRAG

Abstract To enhance aircraft fault diagnosis efficiency, this paper proposes HybridRAG, an intelligent-guided troubleshooting framework that integrates knowledge graphs and large language models (LLMs). Unlike conventional retrieval-augmented generation (RAG) methods that rely on single-modal retrie...

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Bibliographic Details
Main Authors: Xiaoyue Xie, Xilang Tang, Siwei Gu, Lijie Cui
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Scientific Reports
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Online Access:https://doi.org/10.1038/s41598-025-02643-2
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