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.
54 lines
1.5 KiB
Python
54 lines
1.5 KiB
Python
from arcade.sdk import ToolCatalog
|
|
from arcade.sdk.eval import (
|
|
BinaryCritic,
|
|
EvalRubric,
|
|
EvalSuite,
|
|
ExpectedToolCall,
|
|
SimilarityCritic,
|
|
tool_eval,
|
|
)
|
|
|
|
from arcade_spotify.tools.models import SearchType
|
|
from arcade_spotify.tools.search import search
|
|
|
|
# Evaluation rubric
|
|
rubric = EvalRubric(
|
|
fail_threshold=0.9,
|
|
warn_threshold=0.95,
|
|
)
|
|
|
|
catalog = ToolCatalog()
|
|
catalog.add_tool(search, "Spotify")
|
|
|
|
|
|
@tool_eval()
|
|
def spotify_search_eval_suite() -> EvalSuite:
|
|
"""Create an evaluation suite for Spotify "player" tools."""
|
|
suite = EvalSuite(
|
|
name="Spotify Tools Evaluation",
|
|
system_message="You are an AI assistant that can manage Spotify using the provided tools.",
|
|
catalog=catalog,
|
|
rubric=rubric,
|
|
)
|
|
|
|
suite.add_case(
|
|
name="Search Spotify catalog",
|
|
user_message="search for 3 songs in the the album 'American IV: The Man Comes Around' by Johnny Cash",
|
|
expected_tool_calls=[
|
|
ExpectedToolCall(
|
|
func=search,
|
|
args={
|
|
"q": "album:American IV: The Man Comes Around artist:Johnny Cash",
|
|
"types": [SearchType.TRACK],
|
|
"limit": 3,
|
|
},
|
|
)
|
|
],
|
|
critics=[
|
|
SimilarityCritic(critic_field="q", weight=0.5),
|
|
BinaryCritic(critic_field="limit", weight=0.25),
|
|
BinaryCritic(critic_field="types", weight=0.25),
|
|
],
|
|
)
|
|
|
|
return suite
|