Personalized Health Assistant

Create a framework for an AI-powered health assistant that offers personalized health recommendations based on user data (e.g., health history, fitness activity, dietary preferences). Outline how you would handle data ingestion, focus on embedding user information for personalized output, select appropriate models, ensure the system's safety regarding health advice, manage costs, and monitor system performance for compliance.