'1

Dockerfile

@@ -27,7 +27,7 @@ ENV HOME=/home/user \
     PATH=/home/user/.local/bin:$PATH
 
 # Expose the port uvicorn will run on
-EXPOSE 8501
+EXPOSE 7860
 
 # Define the default command to run the application
-CMD ["uvicorn", "app:app", "--host", "0.0.0.0", "--port", "8501"]
+CMD ["uvicorn", "app:app", "--host", "0.0.0.0", "--port", "7860"]

app.py

@@ -6,7 +6,7 @@ from pydantic import BaseModel
 import uvicorn
 
 # Load model from the local storage (ensure the model file is in the same directory)
-model_path = "rf_model.pkl"
+model_path = "model.pkl"
 gb_model_loaded = joblib.load(model_path)
 
 # Create FastAPI app