UI Gradio

app.py

@@ -96,11 +96,19 @@ def predict_sentiment(text):
         return "An error occurred while processing your request."
 
 # Membangun antarmuka Gradio
-iface = gr.Interface(fn=predict_sentiment, 
-                     inputs="text", 
-                     outputs="text",  # Mengubah output menjadi text untuk menampilkan pesan error jika ada
-                     title="Sentiment Analysis Product Amazon",
-                     description="Masukkan teks untuk memprediksi sentimen (positif/neutral/negatif)")
-
+iface = gr.Interface(
+    fn=predict_sentiment, 
+    inputs=gr.inputs.Textbox(lines=5, placeholder="Enter your text here..."), 
+    outputs="text",  # Change output to text to display error messages if any
+    title="Sentiment Analysis of Amazon Products",
+    description="Enter text to predict sentiment (positive/neutral/negative)",
+    examples=[
+        ["This product is amazing and I am very satisfied with its quality."],
+        ["I do not like this product, it is very disappointing."],
+        ["This product is okay, but it could be better."]
+    ],
+    theme="default",
+    css=".output-text { font-size: 20px; color: #333; } .input-text { font-size: 18px; } .gradio-container { background-color: #f9f9f9; padding: 20px; border-radius: 10px; }",
+)
 # Menjalankan antarmuka
 iface.launch(debug=True)