Shuyue Jia

Agentic memory-augmented retrieval and evidence grounding for medical question-answering tasks

2025 · medRxiv

Objective: To evaluate if a tool-using agent-based system utilizing large language models (LLMs) for medical question-answering (QA) tasks outperforms standalone LLMs. Methods: We developed a unified, open-source LLM-based agentic system that integrates document retrieval, re-ranking, …