Build real-time voice applications with vLLM-Omni on SageMaker AI – Part 1

AWS provides a new Deep Learning Container for deploying real-time voice applications on SageMaker. Developers can now host the Qwen3-TTS text-to-speech model and stream audio over a persistent bidirectional connection. This setup enables low-latency conversational audio interfaces for production AI applications.

Opening Kapyn…