Update app.py

app.py

@@ -8,7 +8,6 @@ from nltk.corpus import wordnet
 from nltk.corpus import stopwords
 from nltk.tokenize import word_tokenize
 from spellchecker import SpellChecker
-from textblob import TextBlob  # Importing TextBlob
 import re
 import string
 import random
@@ -210,13 +209,6 @@ def correct_spelling(text):
     return ' '.join(corrected_words)
 
 
-# Function to correct grammar using TextBlob
-def textblob_grammar_correction(text):
-    blob = TextBlob(text)
-    corrected_text = str(blob.correct())
-    return corrected_text
-
-
 def paraphrase_and_correct(text):
     paragraphs = text.split("\n\n")  # Split by paragraphs
 
@@ -233,10 +225,6 @@ def paraphrase_and_correct(text):
         paraphrased_text = correct_tense_errors(paraphrased_text)
         paraphrased_text = ensure_subject_verb_agreement(paraphrased_text)
         paraphrased_text = fix_punctuation_spacing(paraphrased_text)
-
-        # Apply TextBlob grammar correction
-        paraphrased_text = textblob_grammar_correction(paraphrased_text)
-        
         processed_paragraphs.append(paraphrased_text)
 
     return "\n\n".join(processed_paragraphs)  # Reassemble the text with paragraphs
@@ -259,4 +247,4 @@ with gr.Blocks() as demo:
 
         button2.click(fn=paraphrase_and_correct, inputs=t2, outputs=result2)
 
-demo.launch(share=True)
+demo.launch(share=True)