app.py

import gradio as gr
from transformers import pipeline

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

def summary(paragraph):
    return summarizer(paragraph,max_length=130, min_length=30, do_sample=False)

my_summarizer = gr.Interface(
    fn=summary, 
    inputs=gr.Textbox(label='Enter Paragraph'), 
    outputs=gr.Textbox(label="Your Summary"))
my_summarizer.launch()