Camel.toolkits.task planning toolkit

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TaskPlanningToolkit

class TaskPlanningToolkit(BaseToolkit):

A toolkit for task decomposition and re-planning.

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init

def __init__(self, timeout: Optional[float] = None):

Initialize the TaskPlanningToolkit.

Parameters:

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

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decompose_task

def decompose_task(
    self,
    original_task_content: str,
    sub_task_contents: List[str],
    original_task_id: Optional[str] = None
):

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.

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replan_tasks

def replan_tasks(
    self,
    original_task_content: str,
    sub_task_contents: List[str],
    original_task_id: Optional[str] = None
):

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.

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get_tools

def get_tools(self):