arcade-mcp/toolkits/github/evals/eval_github_activity.py
Nate Barbettini 036ad54ac6
Remove arcade.core from all examples (#121)
This PR ensures that `arcade.core` does not show up anywhere in "user
space". This is crucial for helping developers understand what objects
are safe to use, and helps maintain a good developer experience.

Specific changes:
- `ToolAuthorizationContext` and `ToolContext` are now visible via
`arcade.sdk`
- `ToolCatalog` is now visible via `arcade.sdk`
- `Toolkit` is now visible via `arcade.sdk`
- `config` is now visible via `arcade.sdk.config`
2024-10-24 17:08:04 -07:00

74 lines
1.9 KiB
Python

import arcade_github
from arcade_github.tools.activity import set_starred
from arcade.sdk import ToolCatalog
from arcade.sdk.eval import (
BinaryCritic,
EvalRubric,
EvalSuite,
tool_eval,
)
# 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=[
(
set_starred,
{
"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=[
(
set_starred,
{
"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),
],
)
return suite