Create app.py

app.py

@@ -0,0 +1,35 @@
+import gradio as gr
+from setfit import AbsaModel
+
+# Load the ABSA model
+model = AbsaModel.from_pretrained(
+    "pahri/setfit-indo-restomix-aspect",
+    "pahri/setfit-indo-restomix-polarity",
+    spacy_model="id_core_news_trf",
+)
+
+def analyze_text(text):
+    """
+    Analyzes the input text using the ABSA model and returns aspects and sentiment.
+    Args:
+        text: The text to be analyzed.
+    Returns:
+        A formatted string containing aspects and sentiment.
+    """
+    pred = model.predict(text)
+    return pred
+
+title = "Analisa Review Restoran Anda"
+examples = [["Penyajiannya super aesthetic & instagramable.. Tempatnya juga keren, bikin betah & pengen foto-foto terus. Pelayanan ramah, parkir lumayan memadai. Recommended"]]
+
+interface = gr.Interface(
+    fn=analyze_text,
+    inputs=gr.inputs.Textbox(lines=2, placeholder="Masukkan review restoran Anda di sini..."),
+    outputs="text",
+    description=description,
+    title=title,
+    examples=examples,
+    layout="vertical"  # Set the layout to vertical
+)
+
+interface.launch()