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Update app.py
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app.py
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@@ -6,7 +6,6 @@ import subprocess
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import nltk
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from nltk.corpus import wordnet
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from gensim import downloader as api
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from textblob import TextBlob
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# Ensure necessary NLTK data is downloaded
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nltk.download('wordnet')
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@@ -97,21 +96,13 @@ def paraphrase_with_spacy_nltk(text):
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return corrected_text
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#
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def correct_grammar(text):
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blob = TextBlob(text)
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return str(blob.correct())
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# Combined function: Paraphrase -> Capitalization -> Grammar Correction
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def paraphrase_and_correct(text):
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# Step 1: Paraphrase the text
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paraphrased_text = paraphrase_with_spacy_nltk(text)
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# Step 2: Capitalize sentences and proper nouns
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# Step 3: Correct grammar
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final_text = correct_grammar(capitalized_text)
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return final_text
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import nltk
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from nltk.corpus import wordnet
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from gensim import downloader as api
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# Ensure necessary NLTK data is downloaded
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nltk.download('wordnet')
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return corrected_text
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# Combined function: Paraphrase -> Capitalization
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def paraphrase_and_correct(text):
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# Step 1: Paraphrase the text
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paraphrased_text = paraphrase_with_spacy_nltk(text)
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# Step 2: Capitalize sentences and proper nouns
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final_text = capitalize_sentences_and_nouns(paraphrased_text)
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return final_text
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