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94c5d59984
* feat: ModelClient and content types * refactor: Pythonify ChatResponseFormat and ChatRole * feat: Add guardrail interfaces * refactor: Remove CancellationToken * feat: Solidify the Usage APIs * Adds well-known keys for additional_counts, and guidance for how to avoid collisions between providers * Implement sum-aggregation for usage * refactor: Move AITool out of model_client * refactor: Copy editing * fix: CI checks (pyupgrade, ruff, etc.) * ci: Fix pre-commit to use pyright in uv venv The existing pyright precommit hook inside of python-pyright is no longer being maintained by the owner (see https://github.com/RobertCraigie/pyright-python/issues/265) The fix is to define the hook ourselves, relying on `uv run` to drive it. In order for that to work right we need to use the "system" language to break out of the sandbox. * fix: Pyright error fixes * docs: Update models and types design docs * Python: Refinement of content types and model client (#112) * refinement of structure and buildup with ports from semantigen * refined the data and uri contents * refined chat response and updates * moved things and added tests * moved out of src folder * fixed imports and tests * small tweaks * missing build system * upgrade * add mypy * fixed typing for types * fix tests * fixed tool * disable json checks on vscode * remove print --------- Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com> Co-authored-by: eavanvalkenburg <github@vanvalkenburg.eu>
26 lines
767 B
Python
26 lines
767 B
Python
# Copyright (c) Microsoft. All rights reserved.
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from typing import Generic, Protocol, TypeVar, runtime_checkable
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TInput = TypeVar("TInput")
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TResponse = TypeVar("TResponse")
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@runtime_checkable
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class InputGuardrail(Protocol, Generic[TInput]):
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"""A protocol for input guardrails that can validate and transform input messages."""
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def __call__(self, message: TInput) -> TInput:
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"""Validate and possibly transform the input message."""
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@runtime_checkable
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class OutputGuardrail(Protocol, Generic[TResponse]):
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"""A protocol for output guardrails that can validate and transform output messages."""
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def __call__(self, message: TResponse) -> TResponse:
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"""Validate and possibly transform the output message."""
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...
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