Create app.py

app.py

@@ -0,0 +1,19 @@
+import gradio as gr
+from transformers import pipeline
+
+summarizer = pipeline("summarization", model="facebook/bart-large-cnn")
+
+def summarize_text(input_text):
+    summary = summarizer(input_text, max_length=150, min_length=50, length_penalty=2.0, num_beams=4, early_stopping=True)
+    return summary[0]['summary_text']
+
+iface = gr.Interface(
+    fn=summarize_text,
+    inputs=gr.Textbox(),
+    outputs=gr.Textbox(),
+    live=True,
+    title="Text Summarization App",
+    description="Enter a longer document, and the model will generate a summary.",
+)
+
+iface.launch()