Ultron Live

Ultron Live provides advanced visual perception capabilities for digital systems. Key features include: • Real-time screen and video observation up to 60 frames per second • Transformation of visual input into structured commentary and persistent memory • Voice narration for observed activities • Deep search capabilities over recorded visual data • Compatibility with numerous large language models for flexible processing This platform enables developers to build sophisticated applications that can "see" and interpret digital environments. It facilitates the creation of screen-aware assistants, live video content search, and comprehensive quality assurance systems. By continuously monitoring any screen, camera, or video feed, Ultron Live generates a continuous stream of context and insights, making it invaluable for understanding complex visual information. The system's core primitives—SEE, REMEMBER, and SEARCH—allow for real-time perception, state-based persistent memory, and instant natural-language recall over everything observed. It integrates seamlessly via REST or WebRTC for sub-second latency, supporting dynamic model swapping per frame or session. This makes Ultron Live an essential tool for engineering teams and product developers seeking to enhance their applications with advanced visual processing and contextual awareness. Ideal for developing monitoring tools, interactive agents, and content analysis platforms.