app.py

import gradio as gr
from symspellpy import SymSpell
import autocorrect
from autocorrect import Speller

def text_checker(inp_text):
    updated_text = text_checker_pre(inp_text)
    symsp = SymSpell()
    symsp.load_dictionary('dictionay.txt',term_index=0, count_index=1, separator=' ')
    sentence = updated_text
    terms = symsp.lookup_compound(sentence,max_edit_distance=2) 
    return terms[0].term

def text_checker_pre(inp_text):
    check = Speller(lang='en')
    sentence = inp_text
    return check(sentence)

title = "Text Correction"

with gr.Blocks(title=title) as demo:
    gr.Markdown(f'<h1 style="text-align: center; margin-bottom: 1rem;">{title}</h1>')
    with gr.Row():
        with gr.Column():
            inp_text = gr.Textbox(placeholder="Enter Text..", label="Input", lines=4)
            with gr.Row():
                btn_clear = gr.ClearButton([inp_text])
                btn_submit = gr.Button(value="Submit", variant="primary")
        with gr.Column():
            text = gr.Textbox(label="Output", lines=4)

    btn_submit.click(text_checker, inputs=[inp_text], outputs=text)
    btn_clear.add(text)

    #gr.Markdown(article)

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