from transformers import pipeline
import gradio as gr

summarizer = pipeline("summarization", model="t5-base", tokenizer="t5-small", truncation=True, framework="tf")

def analyze_text(text):
    # here text line of code is optional
    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=analyze_text,
    inputs=gr.Textbox(placeholder="Enter or paste your Text and press Submit."),
    outputs="text"
)

iface.launch(share=True)