Weather Prediction App

A modern weather application that provides real-time weather data and machine learning-based predictions for temperature and precipitation.

Features

• Real-time weather data using OpenWeatherMap API
• Machine learning predictions for temperature highs/lows
• Precipitation probability forecasting
• Beautiful, responsive UI built with React and TailwindCSS
• FastAPI backend with ML model integration

Setup Instructions

Backend Setup

1. Create a Python virtual environment:

python -m venv venv
source venv/bin/activate  # On Windows: .\venv\Scripts\activate

2. Install Python dependencies:

pip install -r requirements.txt

3. Sign up for a free API key at OpenWeatherMap

4. Create a .env file in the backend directory:

OPENWEATHERMAP_API_KEY=your_api_key_here

Frontend Setup

1. Install Node.js dependencies:

cd frontend
npm install

2. Start the development server:

npm run dev

Running the Application

1. Start the backend server:

cd backend
uvicorn main:app --reload

2. Start the frontend development server:

cd frontend
npm run dev

3. Access the application at http://localhost:3000

Project Structure

weather-app/
├── backend/
│   ├── app/
│   │   ├── models/
│   │   ├── routers/
│   │   └── services/
│   ├── ml_models/
│   └── main.py
├── frontend/
│   ├── src/
│   │   ├── components/
│   │   ├── pages/
│   │   └── services/
│   └── package.json
└── requirements.txt