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https://github.com/meta-llama/llama-stack.git
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96e158eaac
This PR does the following: 1) adds the ability to generate embeddings in all supported inference providers. 2) Moves all the memory providers to use the inference API and improved the memory tests to setup the inference stack correctly and use the embedding models This is a merge from #589 and #598
74 lines
2.2 KiB
Python
74 lines
2.2 KiB
Python
# Copyright (c) Meta Platforms, Inc. and affiliates.
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# All rights reserved.
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#
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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 enum import Enum
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from typing import Any, Dict, List, Literal, Optional, Protocol, runtime_checkable
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from llama_models.schema_utils import json_schema_type, webmethod
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from pydantic import BaseModel, ConfigDict, Field
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from llama_stack.apis.resource import Resource, ResourceType
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from llama_stack.providers.utils.telemetry.trace_protocol import trace_protocol
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class CommonModelFields(BaseModel):
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metadata: Dict[str, Any] = Field(
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default_factory=dict,
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description="Any additional metadata for this model",
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)
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class ModelType(Enum):
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llm = "llm"
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embedding_model = "embedding"
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@json_schema_type
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class Model(CommonModelFields, Resource):
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type: Literal[ResourceType.model.value] = ResourceType.model.value
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@property
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def model_id(self) -> str:
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return self.identifier
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@property
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def provider_model_id(self) -> str:
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return self.provider_resource_id
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model_config = ConfigDict(protected_namespaces=())
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model_type: ModelType = Field(default=ModelType.llm)
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class ModelInput(CommonModelFields):
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model_id: str
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provider_id: Optional[str] = None
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provider_model_id: Optional[str] = None
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model_type: Optional[ModelType] = ModelType.llm
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model_config = ConfigDict(protected_namespaces=())
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@runtime_checkable
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@trace_protocol
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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) -> List[Model]: ...
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@webmethod(route="/models/get", method="GET")
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async def get_model(self, identifier: str) -> Optional[Model]: ...
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@webmethod(route="/models/register", method="POST")
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async def register_model(
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self,
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model_id: str,
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provider_model_id: Optional[str] = None,
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provider_id: Optional[str] = None,
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metadata: Optional[Dict[str, Any]] = None,
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model_type: Optional[ModelType] = None,
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) -> Model: ...
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@webmethod(route="/models/unregister", method="POST")
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async def unregister_model(self, model_id: str) -> None: ...
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