Update app.py

app.py

@@ -6,15 +6,7 @@ import subprocess
 import nltk
 from nltk.corpus import wordnet
 from gensim import downloader as api
-import language_tool_python  # Import the grammar checking library
-
-# Function to install Java
-def install_java():
-    subprocess.run(["apt-get", "update"])
-    subprocess.run(["apt-get", "install", "-y", "openjdk-11-jre-headless"])  # Install headless version of Java
-
-# Ensure Java is installed
-install_java()
+from textblob import TextBlob  # Import TextBlob for simple grammar correction
 
 # Ensure necessary NLTK data is downloaded
 nltk.download('wordnet')
@@ -84,11 +76,10 @@ def paraphrase_with_spacy_nltk(text):
     
     return paraphrased_sentence
 
-# Grammar correction function using LanguageTool
+# Grammar correction function using TextBlob
 def correct_grammar(text):
-    tool = language_tool_python.LanguageTool('en-US')
-    matches = tool.check(text)
-    corrected_text = language_tool_python.utils.correct(text, matches)
+    blob = TextBlob(text)
+    corrected_text = str(blob.correct())
     return corrected_text
 
 # Combined function: Paraphrase -> Grammar Check