updated ones

app.py

@@ -38,6 +38,9 @@ joblib.dump(label_encoders, "label_encoders.pkl")
 
 # Prediction function
 def predict_colleges(category, gender, rank, region):
+    if not isinstance(rank, (int, float)) or rank < 0:
+        return "Invalid Rank: Please enter a valid positive number."
+    
     # Load label encoders
     label_encoders = joblib.load("label_encoders.pkl")
     
@@ -74,7 +77,7 @@ demo = gr.Interface(
     inputs=[
         gr.Dropdown(choices=["OC", "BC", "SC", "ST"], label="Category"),
         gr.Radio(choices=["Male", "Female"], label="Gender"),
-        gr.Number(label="Rank"),
+        gr.Number(label="Rank", precision=0),  # Restrict to whole numbers only
         gr.Dropdown(choices=["AU", "SV"], label="Region")
     ],
     outputs=gr.Dataframe(headers=["College Name", "Branch"]),