app.py

#python3
#build a text summarizer using hugging face and gradio

import gradio as gr
import pandas as pd
import numpy as np
from transformers import pipeline

def summarize(text):
    summarizer = pipeline("summarization")
    return summarizer(text, max_length=512)[0]['summary_text']

iface = gr.Interface(summarize, "textbox", "label")
if __name__ == "__main__":
    iface.launch()