46 lines
1.7 KiB
Python
46 lines
1.7 KiB
Python
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}")
|