QubitCast

AI-powered weather predictions using quantum computing principles

QubitCast is an innovative iOS weather application that leverages AI and quantum-inspired algorithms to provide hyperlocal weather predictions within a 100-meter radius. It focuses on offline functionality and precision, offering users ultra-local forecasts via on-device processing. The app integrates seamlessly with Apple Watch, providing complications for quick access to current conditions.

Features

• 100m radius hyperlocal forecasts
• Offline quantum-inspired predictions
• Apple Watch complications

Tech Stack

• Frontend
  • SwiftUI (iOS 15+)
• Machine Learning
  • CoreML (Version 3)
• Weather Data
  • WeatherKit (iOS 16+)
• Database
  • Core Data
• Infrastructure
  • Hosted on App Store

Architecture

QubitCast operates entirely on-device, utilizing local data processing to deliver hyperlocal weather predictions. The app uses Apple's native frameworks, ensuring a smooth and efficient user experience without the need for external servers.

flowchart TD
    client[QubitCast App] -->|Weather Data| weatherKit[WeatherKit]
    client -->|AI Processing| coreML[CoreML]
    client -->|Store Data| coreData[Core Data]

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Project Structure

QubitCast/
├── QubitCastApp/
│   ├── Models/
│   │   ├── WeatherModel.swift
│   │   ├── QuantumPredictionModel.swift
│   ├── Views/
│   │   ├── MainView.swift
│   │   ├── ForecastView.swift
│   │   ├── SettingsView.swift
│   ├── ViewModels/
│   │   ├── WeatherViewModel.swift
│   │   ├── QuantumPredictionViewModel.swift
│   ├── Services/
│   │   ├── WeatherService.swift
│   │   ├── QuantumPredictionService.swift
│   ├── CoreData/
│   │   ├── QubitCast.xcdatamodeld/
│   ├── Utilities/
│   │   ├── LocationManager.swift
│   │   ├── Constants.swift
├── QubitCastWatchApp/
│   ├── Complications/
│   │   ├── WeatherComplicationController.swift
│   ├── Views/
│   │   ├── WatchMainView.swift
├── QubitCastTests/
│   ├── WeatherModelTests.swift
│   ├── QuantumPredictionTests.swift
├── QubitCastUITests/
│   ├── MainUITests.swift

Getting Started

Prerequisites

• Xcode 13 or later
• iOS 15+ device or simulator

Installation

1. Clone the repository:

   git clone https://github.com/yourusername/QubitCast.git
   cd QubitCast

2. Open the project in Xcode:

   open QubitCast.xcodeproj

Environment Variables

Create a .env file in the root directory of your project. You can reference the .env.example file included in the repository for required environment variables.

Running

1. Build and run the app on your chosen device or simulator via Xcode.
2. Select the QubitCast scheme and hit the run button.

Documentation

For more detailed information, please refer to the following documentation:

• Product Requirements
• Design Brief
• Architecture

License

This project is licensed under the MIT License.