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

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@@ -17,39 +17,18 @@ goal. For example, it tracks the number of vehicles at the intersection and if t
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heavy, it reports the reason. The default prompt is tuned to look for weather and accidents
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as sources of a traffic buildup.
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## Version 1.0.0-rc2
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**Feb 17, 2026**
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**New**
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- Added support for helmchart for the application.
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**Improved**
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- Security vulnerabities in code.
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- Updated base image to python:3.13-slim.
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## Version 1.0.0-rc1
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**Feb 17, 2026**
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**New**
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- **Real-time Traffic Analysis**: Comprehensive directional traffic density monitoring with MQTT integration
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- **VLM Integration**: Vision Language Model (VLM)-powered traffic scene analysis with sustained traffic detection
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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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**Improved**
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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**: Added `--build` option for building service images without starting containers
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- **Real-time Traffic Analysis**: Comprehensive directional traffic density monitoring with MQTT integration.
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- **VLM Integration**: Vision Language Model (VLM)-powered traffic scene analysis with sustained traffic detection.
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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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- **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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