ab889f9f1d
# PR Description
* Adds/updates the following files to all toolkits:
- `.pre-commit-config.yaml`
- `.ruff.toml`
- `LICENSE`
- `Makefile`
- `pyproject.toml`
* Lint all toolkits such that they pass `make check` and `make test` (a
total doozy). This includes adding some unit tests and evals.
* Github workflow for testing toolkits before merge into main (courtesy
of @sdreyer)
* Added a QOL improvement for tool developers for when they need to get
the context's auth token.
* Minor updates to `arcade new` template.
69 lines
1.6 KiB
Python
69 lines
1.6 KiB
Python
from arcade.sdk import ToolCatalog
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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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import arcade_math
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from arcade_math.tools.arithmetic import add, sqrt
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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_module(arcade_math)
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@tool_eval()
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def math_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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func=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(critic_field="a", weight=0.5), # 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(
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func=sqrt,
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args={
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"a": 3224990521,
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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(critic_field="a", weight=1.0),
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],
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)
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return suite
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