from transformers import pipeline import gradio as gr model = pipeline('summarization') def predict(prompt): output = model(prompt)[0]['summary_text'] return output with gr.Blocks() as demo: textbox = gr.Textbox(placeholder="Enter the text to summarize", lines=4) gr.Interface(fn=predict, inputs=textbox, outputs='text') demo.launch()