For medical AI systems handling long-term patient care, structured graph memory that tracks temporal changes and explicitly maintains safety facts outperforms generic retrieval methods by a significant margin.
MedGraph is a graph-based memory system for medical chatbots that track patients across multiple visits. It solves three key problems: outdated information, mixing up different patients' facts, and missing safety-critical details.