from typing import Optional,ClassVar from pydantic import BaseModel, Field, model_validator class ChromaDbConfig(BaseModel): try: from chromadb.api.client import Client except ImportError: raise ImportError("Chromadb requires extra dependencies. Install with `pip install chromadb`") from None Client: ClassVar[type] = Client collection_name: str = Field("mem0", description="Default name for the collection") client: Optional[Client] = Field(None, description="Existing ChromaDB client instance") path: Optional[str] = Field(None, description="Path to the database directory") host: Optional[str] = Field(None, description="Database connection remote host") port: Optional[int] = Field(None, description="Database connection remote port") @model_validator(mode="before") def check_host_port_or_path(cls, values): host, port, path = values.get("host"), values.get("port"), values.get("path") if not path and not (host and port): raise ValueError("Either 'host' and 'port' or 'path' must be provided.") return values class Config: arbitrary_types_allowed = True