LoRA-Tuned Multimodal RAG System for Technical Manual QA: A Case Study on Hyundai Staria

This study develops a domain-adaptive multimodal RAG (Retrieval-Augmented Generation) system to improve the accuracy and efficiency of technical question answering based on large-scale structured manuals. Using Hyundai Staria maintenance documents as a case study, we extracted text and images from P...

Popoln opis

Bibliografske podrobnosti

Principais autores:	Yerin Nam, Hansun Choi, Jonggeun Choi, Hyukjin Kwon
Format:	Artigo
Jezik:	Inglês
Izdano:	MDPI AG 2025-07-01
Serija:	Applied Sciences
Teme:	multimodal RAG technical documentation question-answering system LoRA-based fine-tuning domain adaptation AI for structured manuals
Online dostop:	https://www.mdpi.com/2076-3417/15/15/8387
Oznake:	Označite Brez oznak, prvi označite!