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Update app.py
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app.py
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@@ -1,5 +1,8 @@
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import time
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from keybert import KeyBERT
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from sentence_transformers import SentenceTransformer
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from keyphrase_vectorizers import KeyphraseCountVectorizer
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@@ -93,16 +96,18 @@ def extract_paraphrased_sentences(article):
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doc = st.text_area("Enter a custom document")
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import time
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import pandas as pd
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import torch
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from keybert import KeyBERT
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from sentence_transformers import SentenceTransformer
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from keyphrase_vectorizers import KeyphraseCountVectorizer
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doc = st.text_area("Enter a custom document")
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if doc:
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t5_keywords_df, original_keywords_df, unique_keywords_df, total_end = extract_paraphrased_sentences(doc)
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# extract_paraphrased_article(input_list[0])
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st.text(f'T5 PARAPHRASING RUNTIME: {total_end}\n')
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st.subheader('\nOriginal Keywords Extracted:\n\n')
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st.dataframe(original_keywords_df)
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st.subheader('\nT5 Keywords Extracted:\n\n')
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st.dataframe(t5_keywords_df)
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st.subheader('\nT5 Unique New Keywords Extracted:\n\n')
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st.dataframe(unique_keywords_df)
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