from typing import Optional from pydantic import BaseModel, Field, field_validator, model_validator class QdrantConfig(BaseModel): 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(None, 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 VectorStoreConfig(BaseModel): provider: str = Field( description="Provider of the vector store (e.g., 'qdrant', 'chromadb', 'elasticsearch')", default="qdrant", ) config: QdrantConfig = Field( description="Configuration for the specific vector store", default=QdrantConfig(path="/tmp/qdrant"), ) @field_validator("config") def validate_config(cls, v, values): provider = values.data.get("provider") if provider == "qdrant": return QdrantConfig(**v.model_dump()) else: raise ValueError(f"Unsupported vector store provider: {provider}")