app.py

import gradio as gr
from transformers import pipeline

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_length=180, truncation=True)
    return result[0]["summary_text"]

def greet(name):
    return "Hello " + name + "!!"



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