Learn to architect a complete voice-enabled conversational AI system by transforming text-based agents into fluid voice interfaces in this 18-minute conference talk. Discover the comprehensive architectural blueprint for building modern voice agents that convert text-in, text-out systems powered by LLMs like ChatGPT or retrieval systems into high-fidelity, real-time voice-in, voice-out platforms. Explore the end-to-end pipeline components necessary for creating accessible and truly useful voice interfaces that enhance the utility of existing conversational agents. Gain insights into the technical considerations, architectural patterns, and implementation strategies required to deliver seamless voice interactions in modern applications.