arcade-mcp/toolkits/google/evals/eval_google_gmail.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

60 lines
1.6 KiB
Python

import arcade_google
from arcade_google.tools.gmail import (
send_email,
)
from arcade.sdk import ToolCatalog
from arcade.sdk.eval import (
BinaryCritic,
EvalRubric,
EvalSuite,
SimilarityCritic,
tool_eval,
)
# Evaluation rubric
rubric = EvalRubric(
fail_threshold=0.9,
warn_threshold=0.95,
)
catalog = ToolCatalog()
catalog.add_module(arcade_google)
@tool_eval()
def gmail_eval_suite() -> EvalSuite:
"""Create an evaluation suite for Gmail tools."""
suite = EvalSuite(
name="Gmail Tools Evaluation",
system_message="You are an AI assistant that can send and manage emails using the provided tools.",
catalog=catalog,
rubric=rubric,
)
suite.add_case(
name="Send email to user with clear username",
user_message="Send a email to johndoe@example.com saying 'Hello, can we meet at 3 PM?'. CC his boss janedoe@example.com",
expected_tool_calls=[
(
send_email,
{
"subject": "Meeting Request",
"body": "Hello, can we meet at 3 PM?",
"recipient": "johndoe@example.com",
"cc": ["janedoe@example.com"],
"bcc": None,
},
)
],
critics=[
SimilarityCritic(critic_field="subject", weight=0.125),
SimilarityCritic(critic_field="body", weight=0.25),
BinaryCritic(critic_field="recipient", weight=0.25),
BinaryCritic(critic_field="cc", weight=0.25),
BinaryCritic(critic_field="bcc", weight=0.125),
],
)
return suite