Update app.py

app.py

@@ -9,6 +9,7 @@ from sklearn.preprocessing import LabelEncoder
 import requests  # Add this at the top with other imports
 from io import BytesIO
 import gdown
+from huggingface_hub import hf_hub_download
 
 # --- Set page configuration ---
 st.set_page_config(
@@ -218,8 +219,12 @@ def load_model_and_encodings():
     try:
         # Show loading message
         with st.spinner('Loading model...'):
-            model_content = download_file_from_google_drive(model_file_id)
-            model = joblib.load(BytesIO(model_content))
+            try:
+                model_content = hf_hub_download(repo_id="EdBoy2202/car_prediction_model", filename="car_price_modelv3.pkl")
+                model = joblib.load(BytesIO(model_content))
+            except:
+                model_content = download_file_from_google_drive(model_file_id)
+                model = joblib.load(BytesIO(model_content))
         
         # Load data for encodings
         original_data = load_datasets()