from arcade.sdk import ToolCatalog from arcade.sdk.eval import ( BinaryCritic, EvalRubric, EvalSuite, ExpectedToolCall, tool_eval, ) import arcade_dropbox from arcade_dropbox.constants import ItemCategory from arcade_dropbox.critics import DropboxPathCritic from arcade_dropbox.tools.browse import search_files_and_folders rubric = EvalRubric( fail_threshold=0.8, warn_threshold=0.9, ) catalog = ToolCatalog() catalog.add_module(arcade_dropbox) @tool_eval() def search_files_and_folders_eval_suite() -> EvalSuite: """Create an evaluation suite for the search_files_and_folders tool.""" suite = EvalSuite( name="list_items_in_folder", system_message="You are an AI assistant that can interact with files and folders in Dropbox using the provided tools.", catalog=catalog, rubric=rubric, ) suite.add_case( name="Search for files about 'quarterly report' in my Dropbox", user_message="Search for files about 'quarterly report' in my Dropbox", expected_tool_calls=[ ExpectedToolCall( func=search_files_and_folders, args={ "keywords": "quarterly report", "search_in_folder_path": None, "filter_by_category": None, "limit": 100, "cursor": None, }, ), ], critics=[ BinaryCritic(critic_field="keywords", weight=0.6), BinaryCritic(critic_field="search_in_folder_path", weight=0.1), BinaryCritic(critic_field="filter_by_category", weight=0.1), BinaryCritic(critic_field="limit", weight=0.1), BinaryCritic(critic_field="cursor", weight=0.1), ], ) suite.add_case( name="Search for files about 'quarterly report' in a sub-folder", user_message="Search for files about 'quarterly report' in the folder AcmeInc/Reports", expected_tool_calls=[ ExpectedToolCall( func=search_files_and_folders, args={ "keywords": "quarterly report", "search_in_folder_path": "/AcmeInc/Reports", "filter_by_category": None, "limit": 100, "cursor": None, }, ), ], critics=[ BinaryCritic(critic_field="keywords", weight=0.35), DropboxPathCritic(critic_field="search_in_folder_path", weight=0.35), BinaryCritic(critic_field="filter_by_category", weight=0.1), BinaryCritic(critic_field="limit", weight=0.1), BinaryCritic(critic_field="cursor", weight=0.1), ], ) suite.add_case( name="Search for PDF files about 'quarterly report' in a sub-folder", user_message="Search for PDF files about 'quarterly report' in the folder AcmeInc/Reports", expected_tool_calls=[ ExpectedToolCall( func=search_files_and_folders, args={ "keywords": "quarterly report", "search_in_folder_path": "/AcmeInc/Reports", "filter_by_category": [ItemCategory.PDF.value], "limit": 100, "cursor": None, }, ), ], critics=[ BinaryCritic(critic_field="keywords", weight=0.25), DropboxPathCritic(critic_field="search_in_folder_path", weight=0.25), BinaryCritic(critic_field="filter_by_category", weight=0.25), BinaryCritic(critic_field="limit", weight=0.125), BinaryCritic(critic_field="cursor", weight=0.125), ], ) suite.add_case( name="Search for PDF files about 'quarterly report' in a sub-folder", user_message="Return the first 10 PDF files about 'quarterly report' in the folder AcmeInc/Reports", expected_tool_calls=[ ExpectedToolCall( func=search_files_and_folders, args={ "keywords": "quarterly report", "search_in_folder_path": "/AcmeInc/Reports", "filter_by_category": [ItemCategory.PDF.value], "limit": 10, "cursor": None, }, ), ], critics=[ BinaryCritic(critic_field="keywords", weight=0.2), DropboxPathCritic(critic_field="search_in_folder_path", weight=0.2), BinaryCritic(critic_field="filter_by_category", weight=0.2), BinaryCritic(critic_field="limit", weight=0.2), BinaryCritic(critic_field="cursor", weight=0.2), ], ) return suite