from typing import Optional,ClassVar from pydantic import BaseModel, Field, model_validator class QdrantConfig(BaseModel): from qdrant_client import QdrantClient QdrantClient: ClassVar[type] = QdrantClient collection_name: str = Field("mem0", description="Name of the collection") embedding_model_dims: Optional[int] = Field(1536, description="Dimensions of the embedding model") client: Optional[QdrantClient] = Field(None, description="Existing Qdrant client instance") host: Optional[str] = Field(None, description="Host address for Qdrant server") port: Optional[int] = Field(None, description="Port for Qdrant server") path: Optional[str] = Field("/tmp/qdrant", description="Path for local Qdrant database") url: Optional[str] = Field(None, description="Full URL for Qdrant server") api_key: Optional[str] = Field(None, description="API key for Qdrant server") @model_validator(mode="before") def check_host_port_or_path(cls, values): host, port, path, url, api_key = ( values.get("host"), values.get("port"), values.get("path"), values.get("url"), values.get("api_key"), ) if not path and not (host and port) and not (url and api_key): raise ValueError( "Either 'host' and 'port' or 'url' and 'api_key' or 'path' must be provided." ) return values class Config: arbitrary_types_allowed = True