change grammar fix to a python library instead that works well and is faster

app.py

@@ -6,6 +6,7 @@ from humanize import paraphrase_text
 from ai_generate import generate
 import requests
 from gptzero_free import GPT2PPL
+import language_tool_python
 
 
 def clean_text(text: str) -> str:
@@ -38,6 +39,11 @@ def format_and_correct_para(text: str) -> str:
     return corrected_text
 
 
+def format_and_correct_language_check(text: str) -> str:
+    tool = language_tool_python.LanguageTool("en-US")
+    return tool.correct(text)
+
+
 def generate_prompt(settings: Dict[str, str]) -> str:
     """Generate a detailed prompt based on user settings."""
     prompt = f"""
@@ -140,7 +146,7 @@ def humanize(
         top_k=top_k,
         length_penalty=length_penalty,
     )
-    return format_and_correct_para(result)
+    return format_and_correct_language_check(result)
 
 
 ai_check_options = [
@@ -412,7 +418,8 @@ def create_interface():
                     ai_check_result = gr.Label(label="AI Check Result")
 
                 humanize_btn = gr.Button("Humanize")
-                humanized_output = gr.Textbox(label="Humanized Article", lines=20, elem_classes=["custom-textbox"])
+                # humanized_output = gr.Textbox(label="Humanized Article", lines=20, elem_classes=["custom-textbox"])
+                humanized_output = gr.Markdown(label="Humanized Article", height="24em")
                 copy_to_input_btn = gr.Button("Copy to Input for AI Check")
 
         with gr.Accordion("Advanced Humanizer Settings", open=False):

requirements.txt

@@ -5,4 +5,5 @@ torch
 transformers
 peft
 openai
-groq
+groq
+language-tool-python