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import gradio as gr |
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import json |
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import requests |
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from newspaper import Article |
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from gradio.mix import Parallel, Series |
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def get_news(search): |
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url = "https://free-news.p.rapidapi.com/v1/search" |
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querystring = {"q":search,"lang":"en", "page":1, "page_size":5} |
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headers = {'x-rapidapi-host': "free-news.p.rapidapi.com",'x-rapidapi-key': "375ffbaab0mshb442ffb69d6f025p117ba0jsn01e8146148e3"} |
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response = requests.request("GET", url, headers=headers, params=querystring) |
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response_dict = json.loads(response.text) |
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links = [response_dict['articles'][i]['link'] for i in range(len(response_dict['articles']))] |
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news_article = Article(links[0], language='en') |
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news_article.download() |
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news_article.parse() |
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return news_article.text |
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extractor = gr.Interface(get_news, 'text', 'text') |
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summarizer = gr.Interface.load("huggingface/facebook/bart-large-cnn") |
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iface = Series(extractor, summarizer, |
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inputs = gr.inputs.Textbox( |
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label = 'Type in a topic or your favorite celebrity name to fetch news on that topic/celebrity name' |
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), |
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outputs = 'text', |
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title = 'Instant short News app with Gradio', |
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theme = 'peach', |
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layout = 'horizontal', |
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description = 'This app fetches a latest news article from the Internet based on the given search and displays a summary of that article') |
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iface.launch(debug=True) |
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