app.py

from util import pipeline
from util import load_model
import gradio as gr

cp_aug = 'minnehwg/finetune-newwiki-summarization-ver-augmented2'

def get_model():
    checkpoint = cp_aug 
    tokenizer, model = load_model(checkpoint)
    return tokenizer, model

tokenizer, model = get_model()

def generate_summary(input_text):
    return pipeline(input_text)

demo = gr.Interface(
    fn=generate_summary,
    inputs=gr.Textbox(lines=2, placeholder="Enter your URL..."),
    outputs=gr.Textbox(label="Generated Text"),
    title="Chào mừng đến với hệ thống tóm tắt của Minne >.<",
    description="Enter the URL to summarize and click 'Submit' to generate the summary."
)

if __name__ == "__main__":
    demo.launch()