Create app.py

app.py

@@ -0,0 +1,25 @@
+import gradio as gr
+from transformers import pipeline
+
+# Load the model
+summarizer = pipeline("summarization", model="facebook/bart-large-cnn")
+
+def summarize_text(text, min_length, max_length):
+    summary = summarizer(text, min_length=min_length, max_length=max_length, truncation=True)
+    return summary[0]['summary_text']
+
+# gradio interface
+demo = gr.Interface(
+    fn=summarize_text,
+    inputs=[
+        gr.Textbox(label="Enter text to summarize", lines=5, placeholder="Type text here..."),
+        gr.Slider(10, 50, value=20, step=1, label="Minimum Summary Length"),
+        gr.Slider(50, 150, value=100, step=1, label="Maximum Summary Length")
+    ],
+    outputs=gr.Textbox(label="Summarized Text", lines=3),
+    title="Text Summarization",
+)
+
+# Launch the app
+if __name__ == "__main__":
+    demo.launch()