Transforming wearable health tracker data into actionable personalized insights is a challenge. The PHIA system uses state-of-the-art code generation and retrieval tools to interpret health data. It accurately addresses factual and open-ended questions, paving the way for personalized wellness regimens. This work can advance behavioral health and empower individuals to interpret their own wearable data.