from transformers import pipeline
import gradio as gr

model = pipeline('summarization')

def predict(prompt):
    summary = model(prompt)[0]['summary_text']
    return summary

with gr.Blocks() as demo:
    textbox = gr.Textbox(placeholder = 'Enter text block to summarize', lines = 4)
    gr.Interface(fn = predict, inputs = textbox, outputs = 'text')

demo.launch()