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Fusing Spatial Sight with Sub-Second Auditory Intelligence
Next-generation autonomous agents do not operate through text boxes alone. They see user screens, inspect physical hardware via video feeds, and converse via natural human voice streams. By integrating FastAPI, WebRTC video streaming, and GPT-4o Multimodal Realtime endpoints, developers build interactive visual assistants capable of debugging live circuit boards or guiding software developers in real time.
Written by Saizul Amin for computer vision engineers and multimodal AI developers.

