81ada1d9b9
## Google File Picker The Google Picker lets users select or upload Google Drive files. Users can grant permission to your apps to access their Drive data, providing a secure and authorized way to interact with their files. The `generate_google_file_picker_url` returns a URL to a Google File Picker for the user.
470 lines
18 KiB
Python
470 lines
18 KiB
Python
from datetime import timedelta
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from arcade.sdk import ToolCatalog
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from arcade.sdk.eval import (
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BinaryCritic,
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DatetimeCritic,
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EvalRubric,
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EvalSuite,
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ExpectedToolCall,
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NoneCritic,
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tool_eval,
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)
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import arcade_google
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from arcade_google.critics import AnyDatetimeCritic, DatetimeOrNoneCritic
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from arcade_google.tools import find_time_slots_when_everyone_is_free
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rubric = EvalRubric(
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fail_threshold=0.9,
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warn_threshold=0.95,
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)
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catalog = ToolCatalog()
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catalog.add_module(arcade_google)
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@tool_eval()
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def get_free_slots_eval_suite() -> EvalSuite:
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"""Create an evaluation suite for free slots Calendar tool."""
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suite = EvalSuite(
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name="Calendar Tools Evaluation",
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system_message=(
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"You are an AI assistant that can manage calendars and events using the provided tools. "
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"The first day of a week is Monday and the last day is Sunday. "
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"Today is Thursday, March 6, 2025 (2025-03-06). "
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"This week started on Monday, March 3, 2025 (2025-03-03) and ends on Sunday, March 9, 2025 (2025-03-09). "
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"Last week started on Monday, February 24, 2025 (2025-02-24) and ended on Sunday, March 2, 2025 (2025-03-02). "
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"Next week starts on Monday, March 10, 2025 (2025-03-10) and ends on Sunday, March 16, 2025 (2025-03-16). "
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"This month started on March 1, 2025 (2025-03-01) and ends on March 31, 2025 (2025-03-31). "
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"Last month started on February 1, 2025 (2025-02-01) and ended on February 28, 2025 (2025-02-28). "
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"Next month starts on April 1, 2025 (2025-04-01) and ends on April 30, 2025 (2025-04-30). "
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"This quarter started on January 1, 2025 (2025-01-01) and ends on March 31, 2025 (2025-03-31). "
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"Last quarter started on December 1, 2024 (2024-12-01) and ended on December 31, 2024 (2024-12-31). "
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"Next quarter starts on April 1, 2025 (2025-04-01) and ends on June 30, 2025 (2025-06-30). "
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),
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catalog=catalog,
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rubric=rubric,
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)
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suite.add_case(
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name="Get free slots for the next 5 days",
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user_message=("At what times am I free in the next 5 days?"),
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expected_tool_calls=[
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ExpectedToolCall(
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func=find_time_slots_when_everyone_is_free,
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args={
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"email_addresses": None,
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"start_date": "2025-03-06",
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"end_date": "2025-03-11",
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"start_time_boundary": "08:00",
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"end_time_boundary": "18:00",
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},
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)
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],
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critics=[
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NoneCritic(critic_field="email_addresses", weight=0.1),
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DatetimeOrNoneCritic(
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critic_field="start_date", weight=0.35, tolerance=timedelta(days=1)
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),
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DatetimeCritic(critic_field="end_date", weight=0.35, tolerance=timedelta(days=1)),
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BinaryCritic(critic_field="start_time_boundary", weight=0.1),
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BinaryCritic(critic_field="end_time_boundary", weight=0.1),
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],
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)
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suite.add_case(
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name="Get free slots for the next 10 days",
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user_message=("At what times am I free in the next 10 days?"),
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expected_tool_calls=[
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ExpectedToolCall(
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func=find_time_slots_when_everyone_is_free,
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args={
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"email_addresses": None,
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"start_date": "2025-03-06",
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"end_date": "2025-03-16",
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"start_time_boundary": "08:00",
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"end_time_boundary": "18:00",
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},
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)
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],
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critics=[
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NoneCritic(critic_field="email_addresses", weight=0.1),
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DatetimeOrNoneCritic(
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critic_field="start_date", weight=0.35, tolerance=timedelta(days=1)
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),
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DatetimeCritic(critic_field="end_date", weight=0.35, tolerance=timedelta(days=1)),
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BinaryCritic(critic_field="start_time_boundary", weight=0.1),
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BinaryCritic(critic_field="end_time_boundary", weight=0.1),
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],
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)
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suite.add_case(
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name="Get free slots this week",
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user_message=("At what times am I free this week?"),
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expected_tool_calls=[
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ExpectedToolCall(
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func=find_time_slots_when_everyone_is_free,
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args={
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"email_addresses": None,
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# Models sometimes will consider today as the start range, other times it will
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# consider last Monday. The question is ambiguous, so we allow both.
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"start_date": ["2025-03-03", "2025-03-06"],
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"end_date": "2025-03-09",
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"start_time_boundary": "08:00",
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"end_time_boundary": "18:00",
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},
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)
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],
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critics=[
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NoneCritic(critic_field="email_addresses", weight=0.1),
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AnyDatetimeCritic(critic_field="start_date", weight=0.35),
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BinaryCritic(critic_field="end_date", weight=0.35),
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BinaryCritic(critic_field="start_time_boundary", weight=0.1),
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BinaryCritic(critic_field="end_time_boundary", weight=0.1),
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],
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)
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suite.add_case(
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name="Get free slots next week",
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user_message=("At what times am I free next week?"),
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expected_tool_calls=[
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ExpectedToolCall(
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func=find_time_slots_when_everyone_is_free,
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args={
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"email_addresses": None,
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"start_date": "2025-03-10",
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"end_date": "2025-03-16",
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"start_time_boundary": "08:00",
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"end_time_boundary": "18:00",
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},
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)
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],
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critics=[
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NoneCritic(critic_field="email_addresses", weight=0.1),
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BinaryCritic(critic_field="start_date", weight=0.35),
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BinaryCritic(critic_field="end_date", weight=0.35),
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BinaryCritic(critic_field="start_time_boundary", weight=0.1),
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BinaryCritic(critic_field="end_time_boundary", weight=0.1),
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],
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)
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suite.add_case(
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name="Get free slots today",
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user_message=("At what times am I free today?"),
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expected_tool_calls=[
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ExpectedToolCall(
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func=find_time_slots_when_everyone_is_free,
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args={
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"email_addresses": None,
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"start_date": "2025-03-06",
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"end_date": "2025-03-06",
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"start_time_boundary": "08:00",
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"end_time_boundary": "18:00",
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},
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)
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],
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critics=[
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NoneCritic(critic_field="email_addresses", weight=0.1),
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DatetimeOrNoneCritic(critic_field="start_date", weight=0.35),
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DatetimeCritic(critic_field="end_date", weight=0.35),
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BinaryCritic(critic_field="start_time_boundary", weight=0.1),
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BinaryCritic(critic_field="end_time_boundary", weight=0.1),
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],
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)
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suite.add_case(
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name="Get free slots today",
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user_message=("At what times am I free tonight before 10 PM?"),
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expected_tool_calls=[
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ExpectedToolCall(
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func=find_time_slots_when_everyone_is_free,
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args={
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"email_addresses": None,
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"start_date": "2025-03-06",
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"end_date": "2025-03-06",
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"start_time_boundary": "08:00",
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"end_time_boundary": "22:00",
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},
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)
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],
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critics=[
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NoneCritic(critic_field="email_addresses", weight=0.1),
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DatetimeOrNoneCritic(critic_field="start_date", weight=0.35),
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DatetimeCritic(critic_field="end_date", weight=0.35),
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BinaryCritic(critic_field="start_time_boundary", weight=0.1),
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BinaryCritic(critic_field="end_time_boundary", weight=0.1),
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],
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)
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suite.add_case(
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name="Get free slots this weekend",
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user_message=("At what times am I free this weekend?"),
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expected_tool_calls=[
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ExpectedToolCall(
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func=find_time_slots_when_everyone_is_free,
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args={
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"email_addresses": None,
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"start_date": "2025-03-08",
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"end_date": "2025-03-09",
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"start_time_boundary": "08:00",
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"end_time_boundary": "18:00",
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},
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)
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],
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critics=[
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NoneCritic(critic_field="email_addresses", weight=0.1),
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DatetimeCritic(critic_field="start_date", weight=0.35),
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DatetimeCritic(critic_field="end_date", weight=0.35),
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BinaryCritic(critic_field="start_time_boundary", weight=0.1),
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BinaryCritic(critic_field="end_time_boundary", weight=0.1),
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],
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)
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suite.add_case(
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name="Get free slots this month",
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user_message=("At what times am I free this month?"),
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expected_tool_calls=[
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ExpectedToolCall(
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func=find_time_slots_when_everyone_is_free,
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args={
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"email_addresses": None,
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"start_date": ["2025-03-06", "2025-03-01"],
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"end_date": "2025-03-31",
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"start_time_boundary": "08:00",
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"end_time_boundary": "18:00",
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},
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)
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],
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critics=[
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NoneCritic(critic_field="email_addresses", weight=0.1),
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AnyDatetimeCritic(critic_field="start_date", weight=0.35),
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DatetimeCritic(critic_field="end_date", weight=0.35),
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BinaryCritic(critic_field="start_time_boundary", weight=0.1),
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BinaryCritic(critic_field="end_time_boundary", weight=0.1),
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],
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)
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suite.add_case(
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name="Get free slots next month",
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user_message=("At what times am I free next month?"),
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expected_tool_calls=[
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ExpectedToolCall(
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func=find_time_slots_when_everyone_is_free,
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args={
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"email_addresses": None,
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"start_date": "2025-04-01",
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"end_date": "2025-04-30",
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"start_time_boundary": "08:00",
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"end_time_boundary": "18:00",
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},
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)
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],
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critics=[
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NoneCritic(critic_field="email_addresses", weight=0.1),
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DatetimeCritic(critic_field="start_date", weight=0.35),
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DatetimeCritic(critic_field="end_date", weight=0.35),
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BinaryCritic(critic_field="start_time_boundary", weight=0.1),
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BinaryCritic(critic_field="end_time_boundary", weight=0.1),
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],
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)
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suite.add_case(
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name="Get free slots last week",
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user_message=("At what times was I free last week?"),
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expected_tool_calls=[
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ExpectedToolCall(
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func=find_time_slots_when_everyone_is_free,
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args={
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"email_addresses": None,
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"start_date": "2025-02-24",
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"end_date": "2025-03-02",
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"start_time_boundary": "08:00",
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"end_time_boundary": "18:00",
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},
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)
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],
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critics=[
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NoneCritic(critic_field="email_addresses", weight=0.1),
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DatetimeCritic(critic_field="start_date", weight=0.35),
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DatetimeCritic(critic_field="end_date", weight=0.35),
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BinaryCritic(critic_field="start_time_boundary", weight=0.1),
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BinaryCritic(critic_field="end_time_boundary", weight=0.1),
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],
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)
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suite.add_case(
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name="Get free slots next quarter",
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user_message=("At what times am I free next quarter?"),
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expected_tool_calls=[
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ExpectedToolCall(
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func=find_time_slots_when_everyone_is_free,
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args={
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"email_addresses": None,
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"start_date": "2025-04-01",
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"end_date": "2025-06-30",
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"start_time_boundary": "08:00",
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"end_time_boundary": "18:00",
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},
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)
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],
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critics=[
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NoneCritic(critic_field="email_addresses", weight=0.1),
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DatetimeCritic(critic_field="start_date", weight=0.35),
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DatetimeCritic(critic_field="end_date", weight=0.35),
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BinaryCritic(critic_field="start_time_boundary", weight=0.1),
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BinaryCritic(critic_field="end_time_boundary", weight=0.1),
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],
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)
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suite.add_case(
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name="Get free slots in the next 30 days",
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user_message=("At what times am I free in the next 30 days?"),
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expected_tool_calls=[
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ExpectedToolCall(
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func=find_time_slots_when_everyone_is_free,
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args={
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"email_addresses": None,
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"start_date": "2025-03-06",
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"end_date": "2025-04-05",
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"start_time_boundary": "08:00",
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"end_time_boundary": "18:00",
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},
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)
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],
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critics=[
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NoneCritic(critic_field="email_addresses", weight=0.1),
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DatetimeOrNoneCritic(
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critic_field="start_date", weight=0.35, tolerance=timedelta(days=1)
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),
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DatetimeCritic(critic_field="end_date", weight=0.35, tolerance=timedelta(days=1)),
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BinaryCritic(critic_field="start_time_boundary", weight=0.1),
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BinaryCritic(critic_field="end_time_boundary", weight=0.1),
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],
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)
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suite.add_case(
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name="Get free slots in April",
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user_message=("At what times am I free in April?"),
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expected_tool_calls=[
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ExpectedToolCall(
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func=find_time_slots_when_everyone_is_free,
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args={
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"email_addresses": None,
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"start_date": "2025-04-01",
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"end_date": "2025-04-30",
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"start_time_boundary": "08:00",
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"end_time_boundary": "18:00",
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},
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)
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],
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critics=[
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NoneCritic(critic_field="email_addresses", weight=0.1),
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DatetimeCritic(critic_field="start_date", weight=0.35),
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DatetimeCritic(critic_field="end_date", weight=0.35),
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BinaryCritic(critic_field="start_time_boundary", weight=0.1),
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BinaryCritic(critic_field="end_time_boundary", weight=0.1),
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],
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)
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suite.add_case(
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name="Get free slots for a specific email address",
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user_message=("Is johndoe@example.com free some time tomorrow?"),
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expected_tool_calls=[
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ExpectedToolCall(
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func=find_time_slots_when_everyone_is_free,
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args={
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"email_addresses": ["johndoe@example.com"],
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"start_date": "2025-03-07",
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"end_date": "2025-03-07",
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"start_time_boundary": "08:00",
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"end_time_boundary": "18:00",
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},
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)
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],
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critics=[
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BinaryCritic(critic_field="email_addresses", weight=0.30),
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DatetimeCritic(critic_field="start_date", weight=0.25),
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DatetimeCritic(critic_field="end_date", weight=0.25),
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BinaryCritic(critic_field="start_time_boundary", weight=0.1),
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BinaryCritic(critic_field="end_time_boundary", weight=0.1),
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],
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)
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suite.add_case(
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name="Get free slots for a specific email address",
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user_message=(
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"I need to schedule a meeting with johndoe@example.com tomorrow. When are both of us free?"
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),
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expected_tool_calls=[
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ExpectedToolCall(
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func=find_time_slots_when_everyone_is_free,
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args={
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"email_addresses": ["johndoe@example.com"],
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"start_date": "2025-03-07",
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"end_date": "2025-03-07",
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"start_time_boundary": "08:00",
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"end_time_boundary": "18:00",
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},
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)
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],
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critics=[
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BinaryCritic(critic_field="email_addresses", weight=0.3),
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DatetimeCritic(critic_field="start_date", weight=0.25),
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DatetimeCritic(critic_field="end_date", weight=0.25),
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BinaryCritic(critic_field="start_time_boundary", weight=0.1),
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BinaryCritic(critic_field="end_time_boundary", weight=0.1),
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],
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)
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suite.add_case(
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name="Get free slots for a specific email address",
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user_message=(
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"I need to schedule a meeting with johndoe@example.com tomorrow morning. When are both of us free?"
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),
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expected_tool_calls=[
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ExpectedToolCall(
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func=find_time_slots_when_everyone_is_free,
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args={
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"email_addresses": ["johndoe@example.com"],
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"start_date": "2025-03-07",
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"end_date": "2025-03-07",
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"start_time_boundary": "08:00",
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"end_time_boundary": "12:00",
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},
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)
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],
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critics=[
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BinaryCritic(critic_field="email_addresses", weight=0.2),
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DatetimeCritic(critic_field="start_date", weight=0.2),
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DatetimeCritic(critic_field="end_date", weight=0.2),
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BinaryCritic(critic_field="start_time_boundary", weight=0.2),
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BinaryCritic(critic_field="end_time_boundary", weight=0.2),
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],
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)
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suite.add_case(
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name="Get free slots for a specific date range",
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user_message=("At what times am I free between 2025-04-27 and 2025-04-29?"),
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expected_tool_calls=[
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ExpectedToolCall(
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func=find_time_slots_when_everyone_is_free,
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args={
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"email_addresses": None,
|
|
"start_date": "2025-04-27",
|
|
"end_date": "2025-04-29",
|
|
"start_time_boundary": "08:00",
|
|
"end_time_boundary": "18:00",
|
|
},
|
|
)
|
|
],
|
|
critics=[
|
|
NoneCritic(critic_field="email_addresses", weight=0.1),
|
|
DatetimeCritic(critic_field="start_date", weight=0.35),
|
|
DatetimeCritic(critic_field="end_date", weight=0.35),
|
|
BinaryCritic(critic_field="start_time_boundary", weight=0.1),
|
|
BinaryCritic(critic_field="end_time_boundary", weight=0.1),
|
|
],
|
|
)
|
|
|
|
return suite
|