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Update app.py
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app.py
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@@ -27,12 +27,13 @@ def main():
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# Left column: Radio buttons for summarizer choice
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with col1:
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radio_options = ['Abstractive', 'Extractive', 'Keyword Extraction', 'Keyphrase Extraction']
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help_text =
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radio_selection = st.radio("Choose type of summarizer:", radio_options, help=help_text)
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# Middle column: Text input and File uploader
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# Left column: Radio buttons for summarizer choice
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with col1:
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radio_options = ['Abstractive', 'Extractive', 'Keyword Extraction', 'Keyphrase Extraction']
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help_text = "Abstractive: Abstractive summarization generates a summary that may contain words not present in the original text. " \
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"It uses a fine-tuned model on BART-large-CNN.<br>" \
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"Extractive: Extractive summarization selects and extracts sentences or phrases directly from the original text to create a summary using the TextRank algorithm.<br>" \
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"Keyword Extraction: Keyword extraction identifies and extracts important keywords or terms from the text using the Rake algorithm. " \
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"These keywords can be used for various purposes such as content analysis and SEO.<br>" \
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"Keyphrase Extraction: Keyphrase extraction is similar to keyword extraction but focuses on identifying multi-word phrases or expressions that are significant in the text using the Rake algorithm."
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radio_selection = st.radio("Choose type of summarizer:", radio_options, help=help_text)
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# Middle column: Text input and File uploader
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