Update app.py

app.py

@@ -1,16 +1,9 @@
-import sys
-import os
-
-# Add the path to the project directory where the 'models' folder is located
-sys.path.append(os.path.dirname(os.path.abspath(__file__)))
-
-# Now you can import the model as usual
-from models.neural_network.inference import load_model_and_preprocessor
-
 import gradio as gr
 import pandas as pd
 import numpy as np
-from models.neural_network.inference import load_model_and_preprocessor
+
+# Import the function from load_model.py
+from load_model import load_model_and_preprocessor
 
 # Load the pre-trained model and preprocessor
 nn_model, nn_preprocessor = load_model_and_preprocessor('nn_model.keras', 'nn_preprocessor.pkl')