Update app.py

app.py

@@ -1,12 +1,19 @@
 import gradio as gr
 from symspellpy import SymSpell
+import autocorrect
+from autocorrect import Speller
+
+# def text_checker(inp_text):
+#     symsp = SymSpell()
+#     symsp.load_dictionary('dictionay.txt',term_index=0, count_index=1, separator=' ')
+#     sentence = inp_text
+#     terms = symsp.lookup_compound(sentence,max_edit_distance=2) 
+#     return terms[0].term
 
 def text_checker(inp_text):
-    symsp = SymSpell()
-    symsp.load_dictionary('dictionay.txt',term_index=0, count_index=1, separator=' ')
+    check = Speller(lang='en')
     sentence = inp_text
-    terms = symsp.lookup_compound(sentence,max_edit_distance=2) 
-    return terms[0].term
+    return check(sentence)
 
 title = "Text Correction"
 #article = "<p style='text-align: center'><a href='https://github.com/PaddlePaddle/PaddleOCR' target='_blank'>Github Repo</a></p>"