| import language_tool_python | |
| from spellchecker import SpellChecker | |
| tool = language_tool_python.LanguageTool('en-US') | |
| def check_grammar(answer): | |
| my_matches = tool.check(answer) | |
| corrected_text = tool.correct(answer) | |
| return corrected_text | |
| def correct_spelling(text): | |
| spell = SpellChecker() | |
| words = text.split() | |
| # Find misspelled words | |
| misspelled = spell.unknown(words) | |
| # Correct misspelled words | |
| corrected_text = [] | |
| for word in words: | |
| if word in misspelled: | |
| correction = spell.correction(word) | |
| # If no correction found or correction is None, keep the original word | |
| if correction is None: | |
| corrected_text.append(word) | |
| else: | |
| corrected_text.append(correction) | |
| else: | |
| corrected_text.append(word) | |
| return " ".join(map(str, corrected_text)) | |
| def spell_grammer(text): | |
| spell_check_text = correct_spelling(text) | |
| corrected_text = check_grammar(spell_check_text) | |
| return corrected_text |