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metro-ai-suite/smart-traffic-intersection-agent/docs/user-guide/release-notes.md

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# Release Notes: Smart Traffic Intersection Agent
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## Version 1.0.0
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## Version 2026.0
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**March 05, 2026**
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**April 01, 2026**
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Smart Traffic Intersection Agent (STIA) is a new addition to the Metro AI Sute. It showcases
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Hybrid AI usage in combination with the Smart Route Planning Agent (SRPA) sample application,
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- **Sliding Window Analysis**: 15-second sliding window with 3-second sustained threshold for accurate traffic state detection.
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- **Camera Image Management**: Intelligent camera image retention and coordination between API and VLM services.
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- **RESTful API**: Complete HTTP API for traffic summaries, intersection monitoring, and VLM analysis retrieval.
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- Support for helmchart for the application is included.
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- **Helmchart Support**: Support for helmchart for the application is included.
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- **Concurrency Control**: Semaphore-based VLM worker management for optimal resource utilization.
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- **Image Retention Logic**: Camera images persist with VLM analysis for consistent data correlation.
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- **Enhanced Error Handling**: Comprehensive error management across MQTT, VLM, and image services.
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- **Setup Script Enhancements**: `--build` option for building service images without starting containers.
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**Known Issues**
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