#I used the https://www.marqo.ai/blog/how-to-create-a-hugging-face-space to help make this code.
#Logan Lin, Period 3, Artificial Intelligence, 
import gradio as gr
from transformers import AutoModel, AutoProcessor
import torch
import requests
from PIL import Image
from io import BytesIO
from transformers import pipeline
import torch

summarizer = pipeline("summarization", model="facebook/bart-large-cnn")

def summarize_text(input_text):

    if not input_text.strip():
        return {"Error": "Please input some text"}

    summary = summarizer(input_text, max_length=150, min_length=50, do_sample=False)

    return summary[0]['summary_text']
demo = gr.Interface(
    fn=summarize_text, 
    inputs=gr.Textbox(label="Enter Text to Summarize", lines=5),
    outputs=gr.Label(label="Summary"), 
    title="Text Summarization",
    description="This app uses the facebook/bart-large-cnn for summarizing input and the code is made my Logan Lin.",
    allow_flagging="never"
)

demo.launch()