llama-stack-mirror/llama_stack/apis/models/models.py
2024-09-19 18:28:44 -07:00

49 lines
1.5 KiB
Python

# This source code is licensed under the terms described in the LICENSE file in
# the root directory of this source tree.
from typing import Any, Dict, List, Optional, Protocol
from llama_models.llama3.api.datatypes import Model
from llama_models.schema_utils import json_schema_type, webmethod
from llama_stack.distribution.datatypes import GenericProviderConfig
from pydantic import BaseModel, Field
@json_schema_type
class ModelSpec(BaseModel):
llama_model_metadata: Model = Field(
description="All metadatas associated with llama model (defined in llama_models.models.sku_list). "
)
provider_id: str = Field(
description="API provider that is serving this model (e.g. meta-reference, local)",
)
api: str = Field(
description="API that this model is serving (e.g. inference / safety)",
)
provider_config: Dict[str, Any] = Field(
description="API provider config used for serving this model to the API provider `provider_id`"
)
@json_schema_type
class ModelsListResponse(BaseModel):
models_list: List[ModelSpec]
@json_schema_type
class ModelsGetResponse(BaseModel):
core_model_spec: Optional[ModelSpec] = None
@json_schema_type
class ModelsRegisterResponse(BaseModel):
core_model_spec: Optional[ModelSpec] = None
class Models(Protocol):
@webmethod(route="/models/list", method="GET")
async def list_models(self) -> ModelsListResponse: ...
@webmethod(route="/models/get", method="POST")
async def get_model(self, core_model_id: str) -> ModelsGetResponse: ...