app.py

from transformers import pipeline 
import torch
import gradio as gr

summarizer = pipeline(task="summarization",
                      model="facebook/bart-large-cnn",
                      torch_dtype=torch.bfloat16)



# name of the function
def summary(text):
    summary = summarizer(text,min_length=10,max_length=100)
    return summary


# We instantiate the Textbox class
textbox = gr.Textbox(label="Summarizer: ", placeholder="Enter the text")


demo = gr.Interface(fn=summary, inputs=textbox, outputs="text")

demo.launch()