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kazimsayed
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Update app.py
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app.py
CHANGED
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from newspaper import Article
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from newspaper import Config
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import nltk
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nltk.download('punkt')
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from transformers import pipeline
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import gradio as gr
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from gradio.mix import Parallel, Series
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def extract_article_text(url):
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USER_AGENT = 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10.15; rv:78.0) Gecko/20100101 Firefox/78.0'
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config = Config()
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config.browser_user_agent = USER_AGENT
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config.request_timeout = 10
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article = Article(url, config=config)
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article.download()
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article.parse()
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text = article.text
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return text
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extractor = gr.Interface(extract_article_text, 'text', 'text')
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summarizer = gr.Interface.load("huggingface/facebook/bart-large-cnn")
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sample_url = [['https://parstoday.com/en/news/iran-i163822-iran_condemns_terrorist_attack_in_pakistan_reaffirms_need_to_fight_terrorism_across_region/'],
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['https://parstoday.com/en/news/west_asia-i163734-ansarullah_yemenis_entitled_to_avenge_nation%E2%80%99s_sufferings_inflicted_due_to_war_siege/'],
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['https://parstoday.com/en/news/west_asia-i163684-saudi_led_warplanes_intensify_airstrikes_against_yemeni_capital/']]
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desc = '''
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Let Hugging Face models summarize articles for you.
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Note: Shorter articles generate faster summaries.
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This summarizer uses bart-large-cnn model by Facebook
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'''
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iface = Series(extractor, summarizer,
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inputs = gr.inputs.Textbox(
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lines = 2,
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label = 'URL'
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),
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outputs = 'text',
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title = 'News Summarizer',
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theme = 'huggingface',
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description = desc,
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examples=sample_url)
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iface.launch()
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