"""Logging configuration for the RAG application.""" import logging import sys # Create logger logger = logging.getLogger("rag") def setup_logging(level: str = "INFO") -> None: """ Configure logging for the application. Args: level: Logging level (DEBUG, INFO, WARNING, ERROR) """ logger.setLevel(getattr(logging, level.upper())) # Only add handler if not already configured if not logger.handlers: handler = logging.StreamHandler(sys.stdout) handler.setFormatter( logging.Formatter( "%(asctime)s | %(levelname)-8s | %(message)s", datefmt="%H:%M:%S" ) ) logger.addHandler(handler) # Auto-setup with INFO level (can be overridden) setup_logging()