app.py

from interface import create_interface
from model_utils import get_model

def main():
    print("Loading model...")
    model = get_model()
    
    if model is None:
        print("Warning: Model could not be loaded. Please ensure 'best_model.pkl' exists.")
    else:
        print("Model loaded successfully!")
    
    print("Creating interface...")
    demo = create_interface()
    
    print("Launching application...")
    demo.launch(share=True)

if __name__ == "__main__":
    main()