Update app.py

app.py

@@ -209,11 +209,6 @@ def correct_spelling(text):
     return ' '.join(corrected_words)
 
 
-# Use the grammar correction pipeline
-pipe = pipeline("text2text-generation", model="pszemraj/flan-t5-large-grammar-synthesis")
-
-# Existing imports and setup...
-
 def paraphrase_and_correct(text):
     paragraphs = text.split("\n\n")  # Split by paragraphs
 
@@ -230,15 +225,11 @@ 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)
-
-        # Final grammar correction using the pipeline
-        grammar_corrected = pipe(paraphrased_text)[0]['generated_text']
-        processed_paragraphs.append(grammar_corrected)
+        processed_paragraphs.append(paraphrased_text)
 
     return "\n\n".join(processed_paragraphs)  # Reassemble the text with paragraphs
 
 
-
 # Gradio app setup
 with gr.Blocks() as demo:
     with gr.Tab("AI Detection"):