Geo Llm Agent Dashboard

Geo Map AI Agent Dashboard Web App for example

📌 Overview

Geo Map AI Agent Dashboard Example Code is a web-based **interactive mapping solution** powered by **Open-source LLMs (Gemma, LLaMA, etc.)**. It provides **real-time geospatial data visualization** and **AI-driven insights** for infrastructure monitoring. The system is built using **Django**, **Leaflet.js**, and **LLM APIs**, offering an intuitive dashboard with **map-based analytics**. This project has the purpose of demonstration how to use LLM and apply it to map handling. This has simple mechanism with prompt template and algorithm to understand it easily. You can improve the performance after understanding it.

✨ Features

• AI-driven Geo Visualization: Uses LLM AI models for geo-data processing.
• Interactive Mapping: Powered by Leaflet.js for real-time infrastructure monitoring.
• LLM-based Query Processing: Supports natural language queries for location insights.

Prompt example

zoom in tokyo and draw circle with 10 km, red color.
zoom out
zoom out, 2 times. 
Zoom in newyork and draw circle with 20 km. blue color.
zoom out, 3 times. 
add marker to center of newyork.
zoom in seoul,  add marker to center of it and draw circle with 5km. 

🚀 Installation

Prerequisites

• Python (3.8+)
• Web Browser (Chrome, Firefox, Edge, etc.)
• Django and LLM API Key (Gemma, LLaMA, etc.)
• JavaScript Runtime (for local testing)

Steps

1. **Clone the Repository**

   git clone https://github.com/your-repo/geo-map-ai-agent.git
   cd geo-map-ai-agent

2. **Create Virtual Environment & Install Dependencies**

   python -m venv venv
   source venv/bin/activate  # On Windows: venv\Scripts\activate
   pip install django-cors-headers Django pandas numpy gunicorn whitenoise django-environ langchain
   server.bat