c1a66a6170
In this PR: - Handle and require fully-qualified tool names `Toolkit.ToolName` in the actor Also, unrelated changes/fixes: - Cleaned up the logic around actor secrets and `$ARCADE_ACTOR_SECRET` - Removes experimental Flask actor for now Note: Must be merged along with https://github.com/ArcadeAI/Engine/pull/87
66 lines
1.6 KiB
Python
66 lines
1.6 KiB
Python
from arcade.core.catalog import ToolCatalog
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from arcade.core.toolkit import Toolkit
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import arcade_math
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from arcade.sdk.eval import (
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BinaryCritic,
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EvalRubric,
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EvalSuite,
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ExpectedToolCall,
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tool_eval,
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)
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# Evaluation rubric
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rubric = EvalRubric(
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fail_threshold=0.85,
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warn_threshold=0.95,
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)
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catalog = ToolCatalog()
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catalog.add_toolkit(Toolkit.from_module(arcade_math))
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@tool_eval()
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def arithmetic_eval_suite():
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suite = EvalSuite(
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name="Math Tools Evaluation",
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system_message="You are an AI assistant with access to math tools. Use them to help the user with their math-related tasks.",
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catalog=catalog,
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rubric=rubric,
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)
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suite.add_case(
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name="Add two large numbers",
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user_message="Add 12345 and 987654321",
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expected_tool_calls=[
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ExpectedToolCall(
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"Arithmetic_Add",
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args={
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"a": 12345,
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"b": 987654321,
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},
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)
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],
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rubric=rubric,
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critics=[
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BinaryCritic(
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critic_field="a", weight=0.5
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), # TODO: weight should be optional
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BinaryCritic(critic_field="b", weight=0.5),
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],
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)
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suite.add_case(
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name="Take the square root of a large number",
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user_message="What is the square root of 3224990521?",
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expected_tool_calls=[
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ExpectedToolCall("Arithmetic_Sqrt", args={"a": 3224990521})
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],
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rubric=rubric,
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critics=[
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BinaryCritic(critic_field="a", weight=1.0),
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],
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)
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return suite
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