Update app.py

app.py

@@ -1,30 +1,25 @@
-import os
-
-# Install Java
-os.system("apt-get update")
-os.system("apt-get install -y openjdk-11-jdk")
-
-# Install language_tool_python from the local .whl file
-os.system("pip install ./language_tool_python-2.7.1-py3-none-any.whl")
-
 import language_tool_python
+import gradio as gr
 
-# Initialize the grammar corrector
-corrector = language_tool_python.LanguageTool('en-US')
+# Initialize LanguageTool for English
+tool = language_tool_python.LanguageTool('en-US')
 
-# Define the correction function
+# Function to correct grammar
 def grammar_correction(text):
-    corrected_text = corrector.correct(text)
+    matches = tool.check(text)
+    corrected_text = language_tool_python.utils.correct(text, matches)
     return corrected_text
 
-# Create Gradio UI
-import gradio as gr
-
-iface = gr.Interface(fn=grammar_correction, 
-                     inputs="text", 
-                     outputs="text", 
-                     title="Grammar Correction Tool",
-                     description="Enter text to correct grammatical errors.")
+# Gradio interface for testing the grammar correction
+def main():
+    iface = gr.Interface(
+        fn=grammar_correction,
+        inputs="text",
+        outputs="text",
+        title="Grammar Correction Tool",
+        description="Enter text to correct grammar and spelling errors."
+    )
+    iface.launch()
 
 if __name__ == "__main__":
-    iface.launch()
+    main()