app.py

from transformers import pipeline
import gradio as gr
import wikipediaapi
import nltk
nltk.download('punkt')

def get_wiki_summary(search):
    wiki_wiki = wikipediaapi.Wikipedia('MyProjectName ([email protected])', 'en')
    page = wiki_wiki.page(search)
    isExist = page.exists()
    if not isExist:
        return isExist, "Not found", "Not found", "Not found", "Not found"
    url = page.fullurl
    tittle = page.title
    text = page.text
    #summary = page.summary[0:300]
    summarizer = pipeline("summarization", model = "allenai/led-large-16384-arxiv")
    summary = summarizer(text)[0]["summary_text"]

    return isExist, url, tittle, summary, text

wiki_summary = gr.Interface(
    get_wiki_summary,
    gr.Text(label="Search Wikipedia"),
    [
        gr.Text(label="Page exists?"),
        gr.Text(label="URL"),
        gr.Text(label="Title"),
        gr.Text(label="Summary", lines=4),
        gr.Text(label="Text", lines=10)
    ]
)
wiki_summary.launch()