Smart Traffic Navigator
What is Smart Traffic Navigator
The Smart Traffic Navigator Agent is an AI tool designed to analyze real-time traffic density, suggest alternative routes, and estimate travel times using Google Maps MCP.
Use cases
Use cases include optimizing delivery routes for logistics companies, helping commuters find the fastest routes, and assisting travelers in planning their trips based on current traffic conditions.
How to use
To use the Smart Traffic Navigator Agent, clone the repository, install the required dependencies, configure your environment variables, and start the FastAPI server. Then, access the UI in your browser to input your origin and destination cities, and click ‘Find Route’ to analyze the best route.
Key features
Key features include real-time traffic analysis, alternative route suggestions, travel time estimation, and an interactive user interface for easy navigation.
Where to use
The Smart Traffic Navigator Agent can be used in various fields such as transportation planning, logistics, urban planning, and personal travel assistance.
Clients Supporting MCP
The following are the main client software that supports the Model Context Protocol. Click the link to visit the official website for more information.
Overview
What is Smart Traffic Navigator
The Smart Traffic Navigator Agent is an AI tool designed to analyze real-time traffic density, suggest alternative routes, and estimate travel times using Google Maps MCP.
Use cases
Use cases include optimizing delivery routes for logistics companies, helping commuters find the fastest routes, and assisting travelers in planning their trips based on current traffic conditions.
How to use
To use the Smart Traffic Navigator Agent, clone the repository, install the required dependencies, configure your environment variables, and start the FastAPI server. Then, access the UI in your browser to input your origin and destination cities, and click ‘Find Route’ to analyze the best route.
Key features
Key features include real-time traffic analysis, alternative route suggestions, travel time estimation, and an interactive user interface for easy navigation.
Where to use
The Smart Traffic Navigator Agent can be used in various fields such as transportation planning, logistics, urban planning, and personal travel assistance.
Clients Supporting MCP
The following are the main client software that supports the Model Context Protocol. Click the link to visit the official website for more information.
Content
21-Day Agent Series: Day 10 AGENT : Smart Traffic Navigator Agent
Smart Traffic Navigator Agent
This agent is part of the “A New AI Agent Every Day!” Series - Day 10/21 - Smart Traffic Navigator Agent 🚦🚗✨ This AI agent analyzes real-time traffic density, suggests alternative routes, and estimates travel times using GoogleMaps MCP! 🗺️
Installation
Prerequisites
- Python 3.9 or higher
- Git
- Virtual environment (recommended)
Steps
Don’t forget to download nodejs for MCP
-
Clone the repository:
git clone <repository-url> cd <repository-folder> -
Install dependencies:
pip install -r requirements.txt -
Create a
.envfile in the root directory and configure it as follows:AZURE_OPENAI_ENDPOINT="your_azure_openai_endpoint" AZURE_OPENAI_API_VERSION="your_azure_openai_api_version" AZURE_OPENAI_API_KEY="your_azure_openai_api_key" GOOGLE_MAPS_API_KEY="YOUR_GOOGLE_MAPS_API_KEY"
Running the Application
Start the FastAPI server:
uvicorn upsonicai:app --reload
Open the UI in your browser:
http://127.0.0.1:8000/
Use the form to input:
- Origin City
- Destination City
Click “Find Route” to analyze the best route, traffic conditions, and alternative paths. Results will be displayed dynamically.
API Documentation
Interactive API docs are available at:
- Swagger UI: http://127.0.0.1:8000/docs
- ReDoc: http://127.0.0.1:8000/redoc
Dev Tools Supporting MCP
The following are the main code editors that support the Model Context Protocol. Click the link to visit the official website for more information.
