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TaskPlanningToolkit

A toolkit for task decomposition and re-planning.

init

Initialize the TaskPlanningToolkit. Parameters:
  • timeout (Optional[float]): The timeout for the toolkit. (default: :obj:None)

decompose_task

Use the tool to decompose an original task into several sub-tasks. It creates new Task objects from the provided original task content, used when the original task is complex and needs to be decomposed. Parameters:
  • original_task_content (str): The content of the task to be decomposed.
  • sub_task_contents (List[str]): A list of strings, where each string is the content for a new sub-task.
  • original_task_id (Optional[str]): The id of the task to be decomposed. If not provided, a new id will be generated. (default: :obj:None)
Returns: List[Task]: A list of newly created sub-task objects.

replan_tasks

Use the tool to re_decompose a task into several subTasks. It creates new Task objects from the provided original task content, used when the decomposed tasks are not good enough to help finish the task. Parameters:
  • original_task_content (str): The content of the task to be decomposed.
  • sub_task_contents (List[str]): A list of strings, where each string is the content for a new sub-task.
  • original_task_id (Optional[str]): The id of the task to be decomposed. (default: :obj:None)
Returns: List[Task]: Reordered or modified tasks.

get_tools