arcade-mcp/toolkits/search/evals/eval_google_maps_directions.py

226 lines
9.9 KiB
Python

from arcade.sdk import ToolCatalog
from arcade.sdk.eval import (
BinaryCritic,
EvalRubric,
EvalSuite,
ExpectedToolCall,
SimilarityCritic,
tool_eval,
)
import arcade_search
from arcade_search.constants import (
DEFAULT_GOOGLE_MAPS_COUNTRY,
DEFAULT_GOOGLE_MAPS_DISTANCE_UNIT,
DEFAULT_GOOGLE_MAPS_LANGUAGE,
DEFAULT_GOOGLE_MAPS_TRAVEL_MODE,
)
from arcade_search.enums import GoogleMapsDistanceUnit, GoogleMapsTravelMode
from arcade_search.tools.google_maps import (
get_directions_between_addresses,
get_directions_between_coordinates,
)
# Evaluation rubric
rubric = EvalRubric(
fail_threshold=0.8,
warn_threshold=0.9,
)
catalog = ToolCatalog()
# Register the Google Search tool
catalog.add_module(arcade_search)
@tool_eval()
def google_maps_directions_by_addresses_eval_suite() -> EvalSuite:
"""Create an evaluation suite for the Google Maps Directions tools."""
suite = EvalSuite(
name="Google Maps Directions Tool Evaluation",
system_message="You are an AI assistant that can get directions from Google Maps using the provided tools.",
catalog=catalog,
rubric=rubric,
)
suite.add_case(
name="Get directions between two addresses",
user_message="Get directions from Google Maps between the following addresses: 1600 Amphitheatre Parkway, Mountain View, CA 94043 and 1 Infinite Loop, Cupertino, CA 95014.",
expected_tool_calls=[
ExpectedToolCall(
func=get_directions_between_addresses,
args={
"origin_address": "1600 Amphitheatre Parkway, Mountain View, CA 94043",
"destination_address": "1 Infinite Loop, Cupertino, CA 95014",
"language": DEFAULT_GOOGLE_MAPS_LANGUAGE,
"country": DEFAULT_GOOGLE_MAPS_COUNTRY,
"distance_unit": DEFAULT_GOOGLE_MAPS_DISTANCE_UNIT,
"travel_mode": DEFAULT_GOOGLE_MAPS_TRAVEL_MODE,
},
)
],
critics=[
SimilarityCritic(critic_field="origin_address", weight=0.3),
SimilarityCritic(critic_field="destination_address", weight=0.3),
BinaryCritic(critic_field="language", weight=0.1),
BinaryCritic(critic_field="country", weight=0.1),
BinaryCritic(critic_field="distance_unit", weight=0.1),
BinaryCritic(critic_field="travel_mode", weight=0.1),
],
)
suite.add_case(
name="Get directions between two addresses with custom distance unit and travel mode",
user_message="Get walking directions from Google Maps between the following addresses in miles: 1600 Amphitheatre Parkway, Mountain View, CA 94043 and 1 Infinite Loop, Cupertino, CA 95014.",
expected_tool_calls=[
ExpectedToolCall(
func=get_directions_between_addresses,
args={
"origin_address": "1600 Amphitheatre Parkway, Mountain View, CA 94043",
"destination_address": "1 Infinite Loop, Cupertino, CA 95014",
"language": DEFAULT_GOOGLE_MAPS_LANGUAGE,
"country": DEFAULT_GOOGLE_MAPS_COUNTRY,
"distance_unit": GoogleMapsDistanceUnit.MILES.value,
"travel_mode": GoogleMapsTravelMode.WALKING.value,
},
)
],
critics=[
SimilarityCritic(critic_field="origin_address", weight=0.3),
SimilarityCritic(critic_field="destination_address", weight=0.3),
BinaryCritic(critic_field="language", weight=0.1),
BinaryCritic(critic_field="country", weight=0.1),
BinaryCritic(critic_field="distance_unit", weight=0.1),
BinaryCritic(critic_field="travel_mode", weight=0.1),
],
)
suite.add_case(
name="Get directions between two addresses in a given country and language",
user_message="Get directions from Google Maps in Portuguese between the following addresses in Brazil: Rua do Amendoim, 1, Belo Horizonte, MG and Av. do Descobrimento, 515, Porto Seguro, BA.",
expected_tool_calls=[
ExpectedToolCall(
func=get_directions_between_addresses,
args={
"origin_address": "Rua do Amendoim, 1, Belo Horizonte, MG",
"destination_address": "Av. do Descobrimento, 515, Porto Seguro, BA",
"language": "pt",
"country": "br",
"distance_unit": DEFAULT_GOOGLE_MAPS_DISTANCE_UNIT,
"travel_mode": DEFAULT_GOOGLE_MAPS_TRAVEL_MODE,
},
)
],
critics=[
SimilarityCritic(critic_field="origin_address", weight=0.3),
SimilarityCritic(critic_field="destination_address", weight=0.3),
BinaryCritic(critic_field="language", weight=0.1),
BinaryCritic(critic_field="country", weight=0.1),
BinaryCritic(critic_field="distance_unit", weight=0.1),
BinaryCritic(critic_field="travel_mode", weight=0.1),
],
)
return suite
@tool_eval()
def google_maps_directions_by_coordinates_eval_suite() -> EvalSuite:
"""Create an evaluation suite for the Google Maps Directions tools."""
suite = EvalSuite(
name="Google Maps Directions Tool Evaluation",
system_message="You are an AI assistant that can get directions from Google Maps using the provided tools.",
catalog=catalog,
rubric=rubric,
)
suite.add_case(
name="Get directions between two coordinates",
user_message="Get directions from Google Maps between the following coordinates: 37.422740,-122.084961 and 37.331820,-122.031180.",
expected_tool_calls=[
ExpectedToolCall(
func=get_directions_between_coordinates,
args={
"origin_latitude": "37.422740",
"origin_longitude": "-122.084961",
"destination_latitude": "37.331820",
"destination_longitude": "-122.031180",
"language": DEFAULT_GOOGLE_MAPS_LANGUAGE,
"country": DEFAULT_GOOGLE_MAPS_COUNTRY,
"distance_unit": DEFAULT_GOOGLE_MAPS_DISTANCE_UNIT,
"travel_mode": DEFAULT_GOOGLE_MAPS_TRAVEL_MODE,
},
)
],
critics=[
SimilarityCritic(critic_field="origin_latitude", weight=0.15),
SimilarityCritic(critic_field="origin_longitude", weight=0.15),
SimilarityCritic(critic_field="destination_latitude", weight=0.15),
SimilarityCritic(critic_field="destination_longitude", weight=0.15),
BinaryCritic(critic_field="language", weight=0.1),
BinaryCritic(critic_field="country", weight=0.1),
BinaryCritic(critic_field="distance_unit", weight=0.1),
BinaryCritic(critic_field="travel_mode", weight=0.1),
],
)
suite.add_case(
name="Get directions between two coordinates with custom distance unit and travel mode",
user_message="Get walking directions from Google Maps between the following coordinates in miles: 37.422740,-122.084961 and 37.331820,-122.031180.",
expected_tool_calls=[
ExpectedToolCall(
func=get_directions_between_coordinates,
args={
"origin_latitude": "37.422740",
"origin_longitude": "-122.084961",
"destination_latitude": "37.331820",
"destination_longitude": "-122.031180",
"language": DEFAULT_GOOGLE_MAPS_LANGUAGE,
"country": DEFAULT_GOOGLE_MAPS_COUNTRY,
"distance_unit": GoogleMapsDistanceUnit.MILES.value,
"travel_mode": GoogleMapsTravelMode.WALKING.value,
},
)
],
critics=[
SimilarityCritic(critic_field="origin_latitude", weight=0.15),
SimilarityCritic(critic_field="origin_longitude", weight=0.15),
SimilarityCritic(critic_field="destination_latitude", weight=0.15),
SimilarityCritic(critic_field="destination_longitude", weight=0.15),
BinaryCritic(critic_field="language", weight=0.1),
BinaryCritic(critic_field="country", weight=0.1),
BinaryCritic(critic_field="distance_unit", weight=0.1),
BinaryCritic(critic_field="travel_mode", weight=0.1),
],
)
suite.add_case(
name="Get directions between two coordinates in a given country and language",
user_message="Get directions from Google Maps in Portuguese between the following coordinates in Brazil: 37.422740,-122.084961 and 37.331820,-122.031180.",
expected_tool_calls=[
ExpectedToolCall(
func=get_directions_between_coordinates,
args={
"origin_latitude": "37.422740",
"origin_longitude": "-122.084961",
"destination_latitude": "37.331820",
"destination_longitude": "-122.031180",
"language": "pt",
"country": "br",
"distance_unit": DEFAULT_GOOGLE_MAPS_DISTANCE_UNIT,
"travel_mode": DEFAULT_GOOGLE_MAPS_TRAVEL_MODE,
},
)
],
critics=[
SimilarityCritic(critic_field="origin_latitude", weight=0.15),
SimilarityCritic(critic_field="origin_longitude", weight=0.15),
SimilarityCritic(critic_field="destination_latitude", weight=0.15),
SimilarityCritic(critic_field="destination_longitude", weight=0.15),
BinaryCritic(critic_field="language", weight=0.1),
BinaryCritic(critic_field="country", weight=0.1),
BinaryCritic(critic_field="distance_unit", weight=0.1),
BinaryCritic(critic_field="travel_mode", weight=0.1),
],
)
return suite