Update src/app.py

src/app.py

@@ -133,7 +133,8 @@ st.markdown("""
     """, unsafe_allow_html=True)
 
 # Load Resources
-@st.cache_resource def load_resources():
+@st.cache_resource 
+    def load_resources():
     # CHANGE: Remove '../' because 'models' is now a subdirectory of 'src'
     models_dir = os.path.join(os.path.dirname(__file__), 'models')
     model_path = os.path.join(models_dir, 'best_model.pkl')
@@ -148,7 +149,8 @@ st.markdown("""
     kmeans = joblib.load(kmeans_path)
     return model, encoders, kmeans
 
-@st.cache_resource def load_new_artifacts():
+@st.cache_resource 
+    def load_new_artifacts():
     try:
         # CHANGE: Remove '../' 
         models_dir = os.path.join(os.path.dirname(__file__), 'models')
@@ -159,7 +161,8 @@ st.markdown("""
         st.error(f"❌ Artifact loading error: {e}")
         return None
 
-@st.cache_data def load_data_sample():
+@st.cache_data
+    def load_data_sample():
     # CHANGE: Keep '../' to go up to the root, then look for 'data'
     data_dir = os.path.join(os.path.dirname(__file__), '../data/crimedataset')
     try: