import logging import yaml from app.engine.loaders.db import DBLoaderConfig, get_db_documents from app.engine.loaders.file import FileLoaderConfig, get_file_documents from app.engine.loaders.web import WebLoaderConfig, get_web_documents logger = logging.getLogger(__name__) def load_configs(): with open("config/loaders.yaml") as f: configs = yaml.safe_load(f) return configs def get_documents(): documents = [] config = load_configs() if config is None or len(config.items()) == 0: return documents for loader_type, loader_config in config.items(): logger.info( f"Loading documents from loader: {loader_type}, config: {loader_config}" ) loader_config = loader_config or [] match loader_type: case "file": document = get_file_documents(FileLoaderConfig(**loader_config)) case "web": document = get_web_documents(WebLoaderConfig(**loader_config)) case "db": document = get_db_documents(configs=[DBLoaderConfig(**cfg) for cfg in loader_config]) case _: raise ValueError(f"Invalid loader type: {loader_type}") documents.extend(document) return documents