from typing import Optional from embedchain.config.BaseConfig import BaseConfig class BaseVectorDbConfig(BaseConfig): def __init__( self, collection_name: Optional[str] = None, dir: str = "db", host: Optional[str] = None, port: Optional[str] = None, ): """ Initializes a configuration class instance for the vector database. :param collection_name: Default name for the collection, defaults to None :type collection_name: Optional[str], optional :param dir: Path to the database directory, where the database is stored, defaults to "db" :type dir: str, optional :param host: Database connection remote host. Use this if you run Embedchain as a client, defaults to None :type host: Optional[str], optional :param host: Database connection remote port. Use this if you run Embedchain as a client, defaults to None :type port: Optional[str], optional """ self.collection_name = collection_name or "embedchain_store" self.dir = dir self.host = host self.port = port