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Further generalize Xi's changes (#88)
* Further generalize Xi's changes - introduce a slightly more general notion of an AutoRouted provider - the AutoRouted provider is associated with a RoutingTable provider - e.g. inference -> models - Introduced safety -> shields and memory -> memory_banks correspondences * typo * Basic build and run succeeded
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commit
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21 changed files with 597 additions and 418 deletions
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@ -5,15 +5,11 @@
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# the root directory of this source tree.
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import asyncio
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import json
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from pathlib import Path
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from typing import Any, Dict, List, Optional
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from typing import List, Optional
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import fire
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import httpx
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from llama_stack.distribution.datatypes import RemoteProviderConfig
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from termcolor import cprint
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from .models import * # noqa: F403
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@ -29,18 +25,18 @@ class ModelsClient(Models):
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async def shutdown(self) -> None:
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pass
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async def list_models(self) -> ModelsListResponse:
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async def list_models(self) -> List[ModelServingSpec]:
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async with httpx.AsyncClient() as client:
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response = await client.get(
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f"{self.base_url}/models/list",
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headers={"Content-Type": "application/json"},
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)
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response.raise_for_status()
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return ModelsListResponse(**response.json())
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return [ModelServingSpec(**x) for x in response.json()]
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async def get_model(self, core_model_id: str) -> ModelsGetResponse:
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async def get_model(self, core_model_id: str) -> Optional[ModelServingSpec]:
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async with httpx.AsyncClient() as client:
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response = await client.post(
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response = await client.get(
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f"{self.base_url}/models/get",
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json={
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"core_model_id": core_model_id,
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@ -48,7 +44,10 @@ class ModelsClient(Models):
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headers={"Content-Type": "application/json"},
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)
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response.raise_for_status()
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return ModelsGetResponse(**response.json())
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j = response.json()
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if j is None:
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return None
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return ModelServingSpec(**j)
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async def run_main(host: str, port: int, stream: bool):
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@ -4,14 +4,15 @@
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# This source code is licensed under the terms described in the LICENSE file in
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# the root directory of this source tree.
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from typing import Any, Dict, List, Optional, Protocol
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from typing import List, Optional, Protocol
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from llama_models.llama3.api.datatypes import Model
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from llama_models.schema_utils import json_schema_type, webmethod
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from llama_stack.distribution.datatypes import GenericProviderConfig
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from pydantic import BaseModel, Field
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from llama_stack.distribution.datatypes import GenericProviderConfig
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@json_schema_type
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class ModelServingSpec(BaseModel):
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@ -21,25 +22,11 @@ class ModelServingSpec(BaseModel):
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provider_config: GenericProviderConfig = Field(
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description="Provider config for the model, including provider_id, and corresponding config. ",
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)
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api: str = Field(
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description="The API that this model is serving (e.g. inference / safety).",
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default="inference",
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)
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@json_schema_type
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class ModelsListResponse(BaseModel):
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models_list: List[ModelServingSpec]
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@json_schema_type
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class ModelsGetResponse(BaseModel):
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core_model_spec: Optional[ModelServingSpec] = None
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class Models(Protocol):
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@webmethod(route="/models/list", method="GET")
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async def list_models(self) -> ModelsListResponse: ...
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async def list_models(self) -> List[ModelServingSpec]: ...
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@webmethod(route="/models/get", method="POST")
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async def get_model(self, core_model_id: str) -> ModelsGetResponse: ...
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@webmethod(route="/models/get", method="GET")
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async def get_model(self, core_model_id: str) -> Optional[ModelServingSpec]: ...
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