Will It Rain on My Parade?

A sophisticated weather prediction application using NASA Earth observation data, agentic AI, and quantum probability simulation.

Project Structure

• /frontend - React.js application with TailwindCSS
• /backend - Flask server and API endpoints
• /quantum - Qiskit quantum simulation code
• /tests - Test suites for all components
• /data - Data storage and caching

Features

• Location-based weather prediction
• Date-specific forecasting
• Weather preference customization
• Quantum probability simulation
• NASA data integration
• Interactive visualizations
• Mobile-responsive design

Getting Started

Frontend Setup

cd frontend
npm install
npm start

Backend Setup

cd backend
python -m venv venv
# On Windows
.\venv\Scripts\activate
# On Unix
source venv/bin/activate
pip install -r requirements.txt
python app.py

Quantum Simulation Setup

cd quantum
pip install -r requirements.txt

Tech Stack

• Frontend: React.js, TailwindCSS, Recharts, Framer Motion
• Backend: Flask, LangChain, Pandas, NumPy
• Quantum: Qiskit (IBM Quantum SDK)
• Database: SQLite
• APIs: NASA GES DISC, Giovanni, Hydrology Data Rods

Testing

# Frontend tests
cd frontend
npm test

# Backend tests
cd backend
pytest

# Quantum module tests
cd quantum
python -m pytest

Data Sources

• GES DISC OPeNDAP Server
• Giovanni
• Hydrology Data Rods
• Worldview
• Earthdata Search
• CPTEC/INPE Brazil

License

MIT License