| import language_tool_python | |
| import gradio as gr | |
| # Initialize LanguageTool for English | |
| tool = language_tool_python.LanguageTool('en-US') | |
| # Function to correct grammar | |
| def grammar_correction(text): | |
| matches = tool.check(text) | |
| corrected_text = language_tool_python.utils.correct(text, matches) | |
| return corrected_text | |
| # 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__": | |
| main() | |