from litellm.responses.additional_tools import hoist_additional_tools _EXEC_TOOL = {"type": "custom", "name": "exec", "format": {"type": "grammar", "syntax": "lark", "definition": "start: /.+/"}} _WAIT_TOOL = {"type": "function", "name": "wait", "parameters": {"type": "object", "properties": {}}} _TOP_LEVEL_TOOL = {"type": "function", "name": "top_level", "parameters": {"type": "object", "properties": {}}} _USER_MESSAGE = {"type": "message", "role": "user", "content": "Run ls"} def test_string_input_passes_through_with_existing_tools(): hoisted = hoist_additional_tools("hello", [_TOP_LEVEL_TOOL]) assert hoisted.input == "hello" assert hoisted.tools == (_TOP_LEVEL_TOOL,) assert hoisted.hoisted == () def test_input_without_additional_tools_items_is_returned_untouched(): request_input = [_USER_MESSAGE] hoisted = hoist_additional_tools(request_input, None) assert hoisted.input is request_input assert hoisted.tools == () assert hoisted.hoisted == () def test_additional_tools_items_are_stripped_and_appended_after_top_level_tools_in_item_order(): request_input = [ {"type": "additional_tools", "id": "at_1", "role": "developer", "tools": [_EXEC_TOOL]}, _USER_MESSAGE, {"type": "additional_tools", "id": "at_2", "role": "developer", "tools": [_WAIT_TOOL]}, ] hoisted = hoist_additional_tools(request_input, [_TOP_LEVEL_TOOL]) assert hoisted.input == [_USER_MESSAGE] assert hoisted.tools == (_TOP_LEVEL_TOOL, _EXEC_TOOL, _WAIT_TOOL) assert hoisted.hoisted == (_EXEC_TOOL, _WAIT_TOOL) def test_additional_tools_item_without_a_tools_list_is_stripped_and_contributes_nothing(): request_input = [{"type": "additional_tools", "id": "at_1", "role": "developer", "tools": "exec"}, _USER_MESSAGE] hoisted = hoist_additional_tools(request_input, None) assert hoisted.input == [_USER_MESSAGE] assert hoisted.tools == () assert hoisted.hoisted == ()