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_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..."), outputs="text")
iface.launch()