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safety API cleanup part 1
Sample adapter implementation for Bedrock implementation of Guardrails
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7 changed files with 130 additions and 78 deletions
5
llama_stack/providers/adapters/safety/__init__.py
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llama_stack/providers/adapters/safety/__init__.py
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# 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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llama_stack/providers/adapters/safety/bedrock/__init__.py
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llama_stack/providers/adapters/safety/bedrock/__init__.py
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# 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 llama_stack.distribution.datatypes import RemoteProviderConfig
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from .config import BedrockSafetyRequestProviderData # noqa: F403
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async def get_adapter_impl(config: RemoteProviderConfig, _deps):
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from .bedrock import BedrockSafetyAdapter
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impl = BedrockSafetyAdapter(config.url)
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await impl.initialize()
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return impl
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52
llama_stack/providers/adapters/safety/bedrock/bedrock.py
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llama_stack/providers/adapters/safety/bedrock/bedrock.py
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# 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 typing import List
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from llama_stack.apis.safety import * # noqa: F403
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from llama_stack.providers.utils import get_request_provider_data
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from .config import BedrockSafetyRequestProviderData
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class BedrockSafetyAdapter(Safety):
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def __init__(self, url: str) -> None:
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self.url = url
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pass
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async def initialize(self) -> None:
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pass
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async def shutdown(self) -> None:
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pass
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async def run_shield(
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self,
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shield: ShieldType,
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messages: List[Message],
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) -> RunShieldResponse:
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# clients will set api_keys by doing something like:
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#
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# client = llama_stack.LlamaStack()
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# await client.safety.run_shield(
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# shield_type="aws_guardrail_type",
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# messages=[ ... ],
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# x_llamastack_provider_data={
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# "aws_api_key": "..."
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# }
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# )
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#
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# This information will arrive at the LlamaStack server via a HTTP Header.
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#
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# The server will then provide you a type-checked version of this provider data
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# automagically by extracting it from the header and validating it with the
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# BedrockSafetyRequestProviderData class you will need to register in the provider
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# registry.
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#
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provider_data: BedrockSafetyRequestProviderData = get_request_provider_data()
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# use `aws_api_key` to pass to the AWS servers in whichever form
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raise NotImplementedError()
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llama_stack/providers/adapters/safety/bedrock/config.py
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llama_stack/providers/adapters/safety/bedrock/config.py
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# 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 pydantic import BaseModel
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class BedrockSafetyRequestProviderData(BaseModel):
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aws_api_key: str
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# other AWS specific keys you may need
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