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Update app.py
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app.py
CHANGED
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@@ -14,14 +14,14 @@ 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=KeyBERT(model='AI-Growth-Lab/PatentSBERTa')
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import yake
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#vectorizer = CountVectorizer(ngram_range=(1, 3), stop_words=patseer_stopwords)
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kw_extractor=yake.KeywordExtractor(top=50)
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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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vectorizer=KeyphraseCountVectorizer(stop_words=patseer_stopwords)
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keywords=kw_model.extract_keywords(text,
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if keywords != []:
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st.info("Extracted 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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#vectorizer = CountVectorizer(ngram_range=(1, 3), stop_words=patseer_stopwords)
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#kw_extractor=yake.KeywordExtractor(top=50)
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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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vectorizer=KeyphraseCountVectorizer(stop_words=patseer_stopwords)
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keywords=kw_model.extract_keywords(text,keyphrase_ngram_range=(1, 3),top_n=50,vectorizer=KeyphraseCountVectorizer())
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if keywords != []:
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st.info("Extracted keywords")
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