Files
Foxel/domain/ai/vector_providers/__init__.py
2025-12-10 11:02:35 +08:00

66 lines
2.0 KiB
Python

from typing import Dict, List, Type
from .base import BaseVectorProvider
from .milvus_lite import MilvusLiteProvider
from .milvus_server import MilvusServerProvider
from .qdrant import QdrantProvider
_PROVIDER_REGISTRY: Dict[str, Dict[str, object]] = {
MilvusLiteProvider.type: {
"class": MilvusLiteProvider,
"label": MilvusLiteProvider.label,
"description": MilvusLiteProvider.description,
"enabled": MilvusLiteProvider.enabled,
"config_schema": MilvusLiteProvider.config_schema,
},
MilvusServerProvider.type: {
"class": MilvusServerProvider,
"label": MilvusServerProvider.label,
"description": MilvusServerProvider.description,
"enabled": MilvusServerProvider.enabled,
"config_schema": MilvusServerProvider.config_schema,
},
QdrantProvider.type: {
"class": QdrantProvider,
"label": QdrantProvider.label,
"description": QdrantProvider.description,
"enabled": QdrantProvider.enabled,
"config_schema": QdrantProvider.config_schema,
},
}
def list_providers() -> List[Dict[str, object]]:
return [
{
"type": type_key,
"label": meta["label"],
"description": meta.get("description"),
"enabled": meta.get("enabled", True),
"config_schema": meta.get("config_schema", []),
}
for type_key, meta in _PROVIDER_REGISTRY.items()
]
def get_provider_entry(provider_type: str) -> Dict[str, object] | None:
return _PROVIDER_REGISTRY.get(provider_type)
def get_provider_class(provider_type: str) -> Type[BaseVectorProvider] | None:
entry = get_provider_entry(provider_type)
if not entry:
return None
return entry.get("class") # type: ignore[return-value]
__all__ = [
"BaseVectorProvider",
"MilvusLiteProvider",
"MilvusServerProvider",
"QdrantProvider",
"list_providers",
"get_provider_entry",
"get_provider_class",
]