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研究與校內專案·2025

Intelligent Care for Premature Infants

清華-馬偕早產兒智能照護研究計畫

Developed a LINE Bot system integrating RAG technology and health knowledge base to provide real-time care support for parents of premature infants.

開發核心 LINE Bot 系統，結合專業衛教知識庫與 LLMs，為家長提供即時照護支援。

Role:System Developer & Research Assistant
LINE Bot API
LLMs / RAG
Python
Healthcare
AI
RAG
Intelligent Care for Premature Infants

In collaboration with Mackay Memorial Hospital, this research project aims to support parents of premature infants through intelligent systems.

System Architecture

As the primary System Developer, I architected and implemented the core LINE Bot system.

  • RAG Integration: Integrated Retrieval-Augmented Generation (RAG) technology to securely query a professional health education knowledge base.
  • Reliability: Ensured the LLM responses were grounded in verified medical literature to provide accurate, real-time care support for parents navigating the challenges of premature infant care.