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Runtime error
kpkishankrishna
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Parent(s):
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First commit
Browse files- app.py +30 -0
- requirements.txt +4 -0
app.py
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import newspaper
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from newspaper import*
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import gradio as gr
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import openai
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openai.api_key = "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"
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import validators
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def predict(url_or_text, prompt, temperature, max_tokens):
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text = url_or_text
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if validators.url(url_or_text):
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article = Article(url="%s" % (url_or_text), language='en')
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article.download()
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article.parse()
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text = article.text
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response = openai.Completion.create(
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model="text-davinci-003",
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prompt = text + "\n"+ prompt,
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temperature=int(temperature),
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max_tokens=int(max_tokens),
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top_p=1,
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frequency_penalty=0.0,
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presence_penalty=1
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)
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return response.choices[0].text
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intr = gr.Interface(predict, [gr.Textbox(value="https://www.datasciencecentral.com/will-chatgpt-make-fraud-easier/"),gr.Textbox(value="tl:dr"),gr.Number(value=0.7), gr.Number(value=100)],
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"text", title = "Summmarizer", description = "For default summarizer give prompt as tl:dr, and temprature 0-1, higher the value, the more random will be the output. "
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,examples=[['https://www.datasciencecentral.com/will-chatgpt-make-fraud-easier/', 'Get the gist of the article',0.7, 100],
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["A neutron star is the collapsed core of a massive supergiant star, which had a total mass of between 10 and 25 solar masses, possibly more if the star was especially metal-rich.[1] Neutron stars are the smallest and densest stellar objects, excluding black holes and hypothetical white holes, quark stars, and strange stars.[2] Neutron stars have a radius on the order of 10 kilometres (6.2 mi) and a mass of about 1.4 solar masses.[3] They result from the supernova explosion of a massive star, combined with gravitational collapse, that compresses the core past white dwarf star density to that of atomic nuclei."
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,"tl:dr",0.5, 50],
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['https://www.datasciencecentral.com/enriching-customer-service-using-sentiment-analysis/','Summerize the crux of the above article for a linkedin post', 0.3,100]])
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intr.launch(inline = False)
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requirements.txt
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newspaper3k
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openai
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gradio
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validators
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