richardorama
commited on
Commit
β’
f35d308
1
Parent(s):
0e5f8d9
Update app.py
Browse files
app.py
CHANGED
@@ -33,3 +33,43 @@ if st.sidebar.button('Summarize Article'):
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summarize(ARTICLE)
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else:
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st.warning('π Please enter Article!')
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summarize(ARTICLE)
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else:
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st.warning('π Please enter Article!')
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#################################
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# Initialize the sentiment analysis pipeline
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# No model was supplied, defaulted to distilbert-base-uncased-finetuned-sst-2-english
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sentiment_pipeline = pipeline("sentiment-analysis")
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# Default article text
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DEFAULT_SENTIMENT = [
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"I'm so happy today!",
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"This is the worst experience ever.",
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"It's a decent product, nothing special."
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]
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# Create a text area for user input
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SENTIMENT = st.sidebar.text_area('Enter Article', DEFAULT_SENTIMENT, height=150)
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# Define the summarization function
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def summarize(txt):
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st.write('\n\n')
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#st.write(txt[:100]) # Display the first 100 characters of the article
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st.write('--------------------------------------------------------------')
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# Perform Hugging sentiment analysis on multiple texts
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results = sentiment_pipeline(txt)
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# Display the results
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for i, text in enumerate(texts):
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st.write(f"Text: {text}")
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st.write(f"Sentiment: {results[i]['label']}, Score: {results[i]['score']:.2f}\n")
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# Create a button and trigger the summarize function when clicked
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if st.sidebar.button('Summarize Sentiment'):
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summarize(SENTIMENT)
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else:
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st.warning('π Please enter Sentiment!')
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