load_model.py

import tensorflow as tf
import joblib

def load_model_and_preprocessor(model_path, preprocessor_path):
    # Load the neural network model
    model = tf.keras.models.load_model(model_path)
    
    # Load the preprocessor
    preprocessor = joblib.load(preprocessor_path)
    
    return model, preprocessor