import numpy as np
import os

def create_simple_tflite_model():
    """Create a simple dummy TFLite model for testing."""
    
    # Create a minimal TFLite model structure
    # This is a placeholder that will work for basic testing
    
    # For now, we'll create a simple file that can be loaded
    # In a real scenario, you'd use TensorFlow to create this
    
    print("Creating simple model structure...")
    
    # Create a dummy model file (this is just for structure)
    model_data = b'\x18\x00\x00\x00TFL3\x00\x00\x00\x00\x14\x00\x18\x00\x04\x00\x08\x00\x0c\x00\x10\x00\x14\x00\x00\x00'
    
    with open('models/model.tflite', 'wb') as f:
        f.write(model_data)
    
    print("Simple model structure created!")
    print("Note: This is a placeholder. For a real model, install TensorFlow and run create_sample_model.py")

if __name__ == "__main__":
    create_simple_tflite_model()