| import spellchecker | |
| def correct_typos(sentence): | |
| # Initialize the spell checker object | |
| spell = spellchecker.SpellChecker(language="en") | |
| # Adds Bibek to its frequency dictionary to make it a known word | |
| spell.word_frequency.load_words( | |
| [ | |
| "Bibek", | |
| "Bibek's", | |
| "skillsets", | |
| "skillset", | |
| "CV", | |
| "RIRO", | |
| "Bisonai", | |
| "IC", | |
| "BMC", | |
| "KAIST", | |
| ] | |
| ) | |
| sentence_split = sentence.split() | |
| # Find the typos in the input sentence | |
| typos = spell.unknown(sentence_split) | |
| # Correct the typos | |
| corrected_sentence = [ | |
| spell.correction(word) | |
| if spell.correction(word) | |
| else word | |
| if word in typos | |
| else word | |
| for word in sentence_split | |
| ] | |
| # Return the corrected sentence as a string | |
| return " ".join(corrected_sentence) | |