app.py

import gradio as gr
from transformers import pipeline

# Load the text summarization pipeline from Hugging Face Transformers
summarizer = pipeline("summarization")

def summarize_text(input_text):
    summary = summarizer(input_text, max_length=150, min_length=30, do_sample=False)[0]['summary_text']
    return summary

# Interface for the Gradio app
iface = gr.Interface(
    fn=summarize_text,
    inputs=gr.inputs.Textbox(lines=5, label="Input Text"),
    outputs=gr.outputs.Textbox(label="Summary"),
    title="Text Summarizer",
    description="Enter a piece of text, and the app will provide a summary.",
)

# Launch the Gradio app
iface.launch()