from transformers import pipeline
import gradio as gr

summarize = 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 = summarize(text, min_length=180, truncation=True)
    return result[0]["summary_text"]

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


iface.launch()