Upload streamlit_app.py

src/streamlit_app.py

@@ -4,12 +4,15 @@ import pandas as pd
 import seaborn as sns
 import matplotlib.pyplot as plt
 from prediction import predict
+import os
 
 # ================================
 # Load model & preprocessor
 # ================================
-model = joblib.load('rf_model.pkl')
-prep = joblib.load('preprocessor.pkl')
+BASE_DIR = os.path.dirname(os.path.abspath(__file__))
+
+model = joblib.load(os.path.join(BASE_DIR, 'rf_model.pkl'))
+prep = joblib.load(os.path.join(BASE_DIR, 'preprocessor.pkl'))
 
 # ================================
 # Sidebar Navigation