from transformers import pipeline 
import gradio as gr
summarizer = pipeline("summarization",model="t5-base",tokenizer="t5-smaller",truncation=True,framework="tf")

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

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

iface.launch()