Update app.py

app.py

@@ -12,21 +12,13 @@ labels = learner.dls.vocab
 
 # Define a function to make predictions
 def predict(text):
-    prediction = learner.predict(text)
-    
-    pred, pred_idx, probs = prediction[:3]
-
-    negative_label, positive_label = labels
-    
-    return {
-        negative_label: float(probs[0]),
-        positive_label: float(probs[1])
-    }
+    pred,pred_idx,probs = learner.predict(text)
+    return {labels[i]: float(probs[i]) for i in range(len(labels))}
 
 # Create and launch the Gradio interface
 gr.Interface(
     fn=predict, 
     inputs=gr.inputs.Textbox(lines=2, placeholder="Enter text here..."), 
-    outputs=gr.outputs.Label(num_top_classes=2),
+    outputs=gr.outputs.Label(num_top_classes=1),
     examples=["Hello, how are you?", "You won a prize! Click here to claim."]
 ).launch(share=False)