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.Textbox(lines=10, placeholder="Enter text to summarize..."), 
        outputs="text"
)

iface.launch()