Traffic Congestion Detector Agent

This agent detects and assesses traffic congestion, predicting which intersections are currently congested from traffic volume and average speed metrics. It takes summarized traffic flow output, evaluates signals such as high vehicle volume with low average speed and disproportionate car-to-bike ratios, and uses Gemini to predict congestion status for each intersection, returning a label and rationale.

The agent helps identify and manage traffic congestion efficiently, allowing timely and data-driven interventions to improve traffic flow. Its primary users are urban planners, traffic management authorities, and city administrators in smart cities and transportation. Expected benefits include reduced traffic delays, improved urban mobility, better resource allocation for traffic management, and potentially lower fuel consumption and emissions from smoother traffic.