Update app.py

app.py

@@ -115,24 +115,26 @@ if st.button("Predict"):
     }
 
     # Send a POST request to the FastAPI server
-      response = requests.post("https://rasmodev-income-prediction-fastapi.hf.space/predict/", json=user_input, port=api_port)
+    response = requests.post("https://rasmodev-income-prediction-fastapi.hf.space/predict/", json=user_input)
     
-      # Check if the request was successful
-      if response.status_code == 200:
+
+    # Check if the request was successful
+    if response.status_code == 200:
         prediction_data = response.json()
-    
+        
         # Display prediction result to the user
         st.subheader("Prediction Result")
     
         # Determine income prediction and format message
         if prediction_data['income_prediction'] == "Income over $50K":
-          st.success("This individual is predicted to have an income of over $50K.")
+            st.success("This individual is predicted to have an income of over $50K.")
         else:
-          st.error("This individual is predicted to have an income of under $50K")
-    
+            st.error("This individual is predicted to have an income of under $50K")
+        
         # Display prediction probability
         st.subheader("Prediction Probability")
         probability = prediction_data['prediction_probability']
         st.write(f"The probability of the individual having an income over $50K is: {probability:.2f}")
-      else:
-        st.error("Error: Unable to get prediction")
+    else:
+        st.error("Error: Unable to get prediction")
+