import logging import re def get_logger(name: str) -> logging.Logger: logger = logging.getLogger(name) if not logger.handlers: # Prevent adding multiple handlers logger.setLevel(logging.INFO) # Console handler console_handler = logging.StreamHandler() formatter = logging.Formatter('[%(asctime)s] [%(levelname)s] %(message)s') console_handler.setFormatter(formatter) logger.addHandler(console_handler) # File handler file_handler = logging.FileHandler('botanza.log') file_handler.setFormatter(formatter) logger.addHandler(file_handler) logger.propagate = False return logger def clean_text(text): """ Clean the text by removing special characters and converting to lowercase. """ text=text.lower() text = re.sub(r'[^a-z0-9\s]', '', text) return text