motleycrew.tools.agentic_validation_loop

Classes

AgenticValidationLoop(prompt[, name, ...])

class motleycrew.tools.agentic_validation_loop.AgenticValidationLoop(prompt: str | BasePromptTemplate, name: str | None = None, description: str | None = None, schema: Type[BaseModel] | None = None, post_process: Callable | None = None, llm: Any | None = None, handle_exceptions: bool | list[Type[Exception]] = True)

Bases: MotleyTool

__init__(prompt: str | BasePromptTemplate, name: str | None = None, description: str | None = None, schema: Type[BaseModel] | None = None, post_process: Callable | None = None, llm: Any | None = None, handle_exceptions: bool | list[Type[Exception]] = True)

Initialize the MotleyTool.

Parameters:

  • name – Name of the tool (required if tool is None).

  • description – Description of the tool (required if tool is None).

  • args_schema – Schema of the tool arguments (required if tool is None).

  • return_direct – If True, the tool’s output will be returned directly to the user.

  • handle_exceptions –

    Whether to handle exceptions (return their message as output).

    If True, the tool will return any raised exception’s message as its output.

    If a list of exceptions is provided, only these exceptions will be handled.

    If False, the tool will raise the exception.

    If return_direct is True, the tool will always handle InvalidOutput exceptions, as the tool is considered an output handler.

  • retry_config – Configuration for retry behavior. If None, exceptions will not be retried.

  • tool – Langchain BaseTool to wrap. Usually not needed, as the tool is created from the run method.

run(**kwargs) → Any

Run the tool with the provided inputs.