app.py

import gradio as gr
from utils import *

def final_result(input_text):
    list_text_response = []

    ##character_replacement
    input_text_process = character_replacement(input_text, error_rate=0.1)
    list_text_response.append(input_text_process)

    ##character_insertion
    input_text_process = character_insertion(input_text, error_rate=0.01)
    list_text_response.append(input_text_process)
    ##character_deletion
    input_text_process = character_deletion(input_text, error_rate=0.01)
    list_text_response.append(input_text_process)
    ##character_transposition
    input_text_process = character_transposition(input_text, error_rate=0.03)
    list_text_response.append(input_text_process)
    ##homophone_replacement
    input_text_process = homophone_replacement(input_text, error_rate=0.12)
    list_text_response.append(input_text_process)
    ##
    string_text_response = '\n'.join(list_text_response)
    return str(string_text_response)

demo = gr.Interface(fn=final_result, inputs="textbox", outputs="textbox")

if __name__ == "__main__":
    demo.launch()