A Memory-Efficient Retrieval Architecture for RAG-Enabled Wearable Medical LLMs-Agents

Zhipeng Liao, Kunming Shao, Jiangnan Yu, Liang Zhao, Tim Kwang-Ting Cheng, Chi-Ying Tsui, Jie Yang, Mohamad Sawan

BioCAS 2025IEEE Biomedical Circuits and Systems Conference (BioCAS)Co-first author

arXivPaper

Wearable Medical RAG overview

A memory-efficient hierarchical retrieval architecture for RAG-enabled wearable medical LLM agents, reducing on-device search cost while preserving retrieval quality.

Citation

Zhipeng Liao, Kunming Shao, Jiangnan Yu, Liang Zhao, Tim Kwang-Ting Cheng, Chi-Ying Tsui, Jie Yang, and Mohamad Sawan. A Memory-Efficient Retrieval Architecture for RAG-Enabled Wearable Medical LLMs-Agents. In 2025 IEEE Biomedical Circuits and Systems Conference (BioCAS), pages 66-70. IEEE, 2025.