Update app.py

app.py

@@ -8,6 +8,8 @@ import pandas as pd
 
 from huggingface_hub import CommitScheduler
 from pathlib import Path
+from huggingface_hub import hf_hub_download
+
 
 
 log_file = Path("logs/") / f"data_{uuid.uuid4()}.json"
@@ -21,7 +23,11 @@ scheduler = CommitScheduler(
     every=2
 )
 
-machine_failure_predictor = joblib.load('model.joblib')
+# Download and load the model
+model_path = hf_hub_download(repo_id="mayankchugh-learning/model.joblib", filename="model.joblib")
+machine_failure_predictor = joblib.load(model_path)
+
+# machine_failure_predictor = joblib.load('model.joblib')
 
 air_temperature_input = gr.Number(label='Air temperature [K]')
 process_temperature_input = gr.Number(label='Process temperature [K]')