from transformers import pipeline
import gradio as gr

summarizer = pipeline('summarization', 
                      model='t5-base', 
                      tokenizer='t5-small', 
                      truncation=True, 
                      framework='tf')

def translate(text):
    text = text.replace('"', '"')
    text = text.replace(''', "'")
    text = text.replace('&', "&")
    result =summarizer(text, min_lenght=180, truncation=True)
    return result[0]['summary_text']

iface = gr.Interface(
    fn = translate,
    inputs = gr.inputs.Textbox(lines=10, placeholder="Enter text to summarize..."),
    outputs="text"
)
iface.launch()