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Update app.py
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app.py
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@@ -12,16 +12,16 @@ patseer_stopwords=['a' , 'abaft' , 'abafter' , 'abaftest' , 'ability' , 'able' ,
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#from sklearn.feature_extraction.text import CountVectorizer
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from keybert import KeyBERT
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kw_model
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import yake
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kw_extractor
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candidates
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candidates
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from keyphrase_vectorizers import KeyphraseCountVectorizer
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keywords=kw_model.extract_keywords(text,candidates, keyphrase_ngram_range=(1, 3), top_n=50,vectorizer=KeyphraseCountVectorizer(stop_words=patseer_stopwords))
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if keywords != []:
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st.info("Extracted keywords")
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keywords
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st.table(keywords)
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#from sklearn.feature_extraction.text import CountVectorizer
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from keybert import KeyBERT
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kw_model=KeyBERT(model='AI-Growth-Lab/PatentSBERTa')
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import yake
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kw_extractor=yake.KeywordExtractor(top=50, stopwords=patseer_stopwords)
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candidates=kw_extractor.extract_keywords(text)
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candidates=[candidate[0] for candidate in candidates]
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from keyphrase_vectorizers import KeyphraseCountVectorizer
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keywords=kw_model.extract_keywords(text,candidates, keyphrase_ngram_range=(1, 3), top_n=50,vectorizer=KeyphraseCountVectorizer(stop_words=patseer_stopwords))
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if keywords != []:
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st.info("Extracted keywords")
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keywords=pd.DataFrame(keywords, columns=["Keyword", "Score"])
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st.table(keywords)
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