app.py

import gradio as gr
from transformers import pipeline

# Load the summarization model
summarizer = pipeline("summarization", model="facebook/bart-large-cnn")

def summarize(text):
    summary = summarizer(text, max_length=300, min_length=100, do_sample=False)
    return summary[0]['summary_text']

demo = gr.Interface(
    fn=summarize,
    inputs=gr.Textbox(lines=10, label="Enter your text"),
    outputs=gr.Textbox(label="Summary"),
    title="Text Summarizer",
    description="Summarize large blocks of text using the facebook/bart-large-cnn model."
)

demo.launch()