Update app.py

app.py

@@ -7,14 +7,15 @@ from huggingface_hub import hf_hub_download
 # Download the model from Hugging Face hub
 model_filename = hf_hub_download(repo_id="poudel/Job_Predictor", filename="random_forest_pipeline.pkl")
 
-# Load the model
+# Load the model directly
 loaded_model = joblib.load(model_filename)
 
-# Download the dataset from Hugging Face hub
-data_filename = hf_hub_download(repo_id="poudel/Job_Predictor", filename="cleaned_erecruit_open_data.xlsx")
+# Download the dataset (CSV) from Hugging Face hub
+data_filename = hf_hub_download(repo_id="poudel/Job_Predictor", filename="cleaned_erecruit_open_data.csv")
+
+# Load the CSV dataset
+data = pd.read_csv(data_filename)
 
-# Load the dataset
-data = pd.read_excel(data_filename)
 
 # Get unique values for dropdowns
 position_titles = data['PositionTitle'].unique().tolist()