this

app.py

@@ -39,7 +39,7 @@ 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 or not re.match(r'^\d+$', str(rank)):
+    if not isinstance(rank, (int, float)) or rank < 0 or not re.match(r'^\d+$', str(int(rank))):
         return "Invalid Rank: Please enter a valid positive integer without symbols."
     
     # Load label encoders
@@ -78,12 +78,12 @@ demo = gr.Interface(
     inputs=[
         gr.Dropdown(choices=["OC", "BC", "SC", "ST"], label="Category"),
         gr.Radio(choices=["Male", "Female"], label="Gender"),
-        gr.Textbox(label="Rank", type="number"),  # Restrict to number input
+        gr.Number(precision=0, label="Rank"),  # Restrict to whole numbers only
         gr.Dropdown(choices=["AU", "SV"], label="Region")
     ],
     outputs=gr.Dataframe(headers=["College Name", "Branch"]),
-    title="AP EAMCET College Predictor",
+    title="AP EAPCET College Predictor",
     description="Enter your details to predict all possible colleges and branches based on your rank."
 )
 
-demo.launch()
+demo.launch()