NetDeploy AI

NetDeploy AI is an AI-powered tool designed to assist telecom engineers, ISPs, and businesses in efficiently planning network deployments. It utilizes Hugging Face's Falcon-7B-Instruct model to generate detailed network deployment strategies based on user inputs such as location, terrain, budget, estimated users, coverage area, and technology preferences. Key Features: AI-Powered Network Planning – Generates recommendations on network topology, infrastructure, cost estimation, scalability, and challenges. Interactive Mapping – Uses Folium to visualize deployment locations with coverage areas. Comparison Feature – Allows users to compare AI-generated plans with their own strategies for better decision-making. User-Friendly Interface – Built with Gradio, featuring a clean UI with a sidebar for easy navigation. Custom Styling – The app includes custom CSS styling for a professional look and feel. Technical Components: Requests: API calls to Hugging Face for AI-generated responses. Folium & MarkerCluster: For interactive mapping and coverage visualization. JSON Processing: Formatting AI responses for better readability. Error Handling & Retry Logic: Ensures reliable AI query execution. Gradio UI: Provides an intuitive web interface. Team Behind NetDeploy AI: Imama Kainat Abdul Hanan Muhammad Hamza