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.
115 lines
3.3 KiB
Python
115 lines
3.3 KiB
Python
from arcade.sdk import ToolCatalog
|
|
from arcade.sdk.eval import (
|
|
BinaryCritic,
|
|
EvalRubric,
|
|
EvalSuite,
|
|
ExpectedToolCall,
|
|
tool_eval,
|
|
)
|
|
|
|
import arcade_github
|
|
from arcade_github.tools.activity import list_stargazers, set_starred
|
|
|
|
# Evaluation rubric
|
|
rubric = EvalRubric(
|
|
fail_threshold=0.9,
|
|
warn_threshold=0.95,
|
|
)
|
|
|
|
catalog = ToolCatalog()
|
|
# Register the GitHub tools
|
|
catalog.add_module(arcade_github)
|
|
|
|
|
|
@tool_eval()
|
|
def github_activity_eval_suite() -> EvalSuite:
|
|
"""Evaluation suite for GitHub Activity tools."""
|
|
suite = EvalSuite(
|
|
name="GitHub Activity Tools Evaluation Suite",
|
|
system_message="You are an AI assistant that helps users interact with GitHub repositories using the provided tools.",
|
|
catalog=catalog,
|
|
rubric=rubric,
|
|
)
|
|
|
|
# Set Starred
|
|
suite.add_case(
|
|
name="Star a repository",
|
|
user_message="Star the test repository that is owned by ArcadeAI.",
|
|
expected_tool_calls=[
|
|
ExpectedToolCall(
|
|
func=set_starred,
|
|
args={
|
|
"owner": "ArcadeAI",
|
|
"name": "test",
|
|
"starred": True,
|
|
},
|
|
)
|
|
],
|
|
critics=[
|
|
BinaryCritic(critic_field="owner", weight=0.3),
|
|
BinaryCritic(critic_field="name", weight=0.3),
|
|
BinaryCritic(critic_field="starred", weight=0.4),
|
|
],
|
|
)
|
|
|
|
suite.add_case(
|
|
name="Unstar a repository",
|
|
user_message="Unstar the ArcadeAI/test repository.",
|
|
expected_tool_calls=[
|
|
ExpectedToolCall(
|
|
func=set_starred,
|
|
args={
|
|
"owner": "ArcadeAI",
|
|
"name": "test",
|
|
"starred": False,
|
|
},
|
|
)
|
|
],
|
|
critics=[
|
|
BinaryCritic(critic_field="owner", weight=0.3),
|
|
BinaryCritic(critic_field="name", weight=0.3),
|
|
BinaryCritic(critic_field="starred", weight=0.4),
|
|
],
|
|
)
|
|
|
|
suite.add_case(
|
|
name="List stargazers for a repository",
|
|
user_message="List 42 stargazers for the ArcadeAI/arcade-ai repository.",
|
|
expected_tool_calls=[
|
|
ExpectedToolCall(
|
|
func=list_stargazers,
|
|
args={
|
|
"owner": "ArcadeAI",
|
|
"repo": "arcade-ai",
|
|
"limit": 42,
|
|
},
|
|
)
|
|
],
|
|
critics=[
|
|
BinaryCritic(critic_field="owner", weight=0.3),
|
|
BinaryCritic(critic_field="repo", weight=0.3),
|
|
BinaryCritic(critic_field="limit", weight=0.4),
|
|
],
|
|
)
|
|
|
|
suite.add_case(
|
|
name="List stargazers for a repository",
|
|
user_message="List all of the stargazers for the ArcadeAI/arcade-ai repo",
|
|
expected_tool_calls=[
|
|
ExpectedToolCall(
|
|
func=list_stargazers,
|
|
args={
|
|
"owner": "ArcadeAI",
|
|
"repo": "arcade-ai",
|
|
"limit": None,
|
|
},
|
|
)
|
|
],
|
|
critics=[
|
|
BinaryCritic(critic_field="owner", weight=0.3),
|
|
BinaryCritic(critic_field="repo", weight=0.3),
|
|
BinaryCritic(critic_field="limit", weight=0.4),
|
|
],
|
|
)
|
|
|
|
return suite
|