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Master's researchRiset magister碩士研究

Multimodal RAG Conversational AIAI Percakapan RAG Multimodal多模態 RAG 對話式 AI

M.S. thesis, NYUST · 2025 – 2026Tesis M.S., NYUST · 2025 – 2026碩士論文,雲科大 · 2025 – 2026

AI / ResearchAI / RisetAI / 研究 2025
RAGLLM APIsVector searchMultimodalEvaluation

A conversational assistant that answers questions about services for Indonesian migrant workers in Taiwan. It retrieves from a curated multimodal knowledge base before generating an answer, which substantially reduces hallucination on domain-specific questions.

Asisten percakapan yang menjawab pertanyaan seputar layanan bagi pekerja migran Indonesia di Taiwan. Sistem mengambil informasi dari basis pengetahuan multimodal terkurasi sebelum menghasilkan jawaban, sehingga halusinasi pada pertanyaan spesifik domain berkurang signifikan.

為在台印尼移工解答各項服務問題的對話式助理。系統會從整理過的多模態知識庫檢索資料,再生成答案,因此在特定領域問題上的幻覺大幅減少。

Thesis titleJudul tesis論文題目

“Design and Evaluation of a Multimodal Retrieval-Augmented Conversational AI System for Indonesian Migrant Worker Services in Taiwan”

“Design and Evaluation of a Multimodal Retrieval-Augmented Conversational AI System for Indonesian Migrant Worker Services in Taiwan”

“Design and Evaluation of a Multimodal Retrieval-Augmented Conversational AI System for Indonesian Migrant Worker Services in Taiwan”

Why it mattersKenapa penting為何重要

Applied to a real social need: reliable, accessible service information for Indonesian migrant workers in Taiwan.

Diterapkan pada kebutuhan sosial yang nyata: informasi layanan yang andal dan mudah diakses bagi pekerja migran Indonesia di Taiwan.

應用於真實的社會需求:讓在台印尼移工能取得可靠且容易理解的服務資訊。