Updated app.py.

app.py

@@ -12,10 +12,10 @@ def predict(text):
 
 # Define interface
 iface = gr.Interface(fn=predict,
-                        inputs=gr.inputs.Textbox(lines=10, label="Input Text"),
-                        outputs=gr.outputs.Label(num_top_classes=3),
-                        title="Text Classification",
-                        description="Classify text as other[0], healthcare[1], or technology[2]",
+                        title="Text Classification Demo",
+                        description="This is a demo of a text classification model using Logistic Regression.",
+                        inputs=gr.Textbox(lines=10, placeholder='Input text here...', label="Input Text"),
+                        outputs=gr.Textbox(label="Predicted Label", lines=2, placeholder='Predicted label will appear here...'),
                         examples=['The indictments were announced Tuesday by the Justice Department in Cairo.', "In 2019, the men's singles winner was Novak Djokovic who defeated Roger Federer in a tournament taking place in the United Kingdom.", 'In a study published by the American Heart Association on January 18, researchers at the Johns Hopkins School of Medicine found that meal timing did not impact weight.'],
                         allow_flagging='never'
 )