Update app.py

app.py

@@ -165,20 +165,34 @@ def predict_price_func(location, sqft, bath, bhk):
 
   return lr_clf.predict([xdash])[0]
 
+# import gradio as gr
+
+# from gradio.components import Textbox, Number
+
+# interface = gr.Interface(
+#     fn=predict_price_func,
+#     inputs=[
+#         gr.inputs.Textbox(),  # For location (text)
+#         gr.inputs.Number(),  # For area (numeric)
+#         gr.inputs.Number(),  # For bedrooms (numeric)
+#         gr.inputs.Number()   # For bathrooms (numeric)
+#     ],
+#     outputs="text",
+#     theme="huggingface"
+# )
+
+# interface.launch()
 import gradio as gr
 
-from gradio.components import Textbox, Number
-
 interface = gr.Interface(
     fn=predict_price_func,
     inputs=[
-        gr.inputs.Textbox(),  # For location (text)
-        gr.inputs.Number(),  # For area (numeric)
-        gr.inputs.Number(),  # For bedrooms (numeric)
-        gr.inputs.Number()   # For bathrooms (numeric)
+        gr.Textbox(label="Location"),
+        gr.Number(label="Area (sqft)"),
+        gr.Number(label="Bedrooms"),
+        gr.Number(label="Bathrooms")
     ],
-    outputs="text",
-    theme="huggingface"
+    outputs=gr.Textbox(label="Predicted Price")
 )
 
-interface.launch()
+interface.launch()