PydanticAITool

class PydanticAITool(Tool)

A class representing a Pydantic AI Tool that extends the general Tool functionality with additional functionality specific to Pydantic AI tools.

This class inherits from the Tool class and adds functionality for registering tools with a ConversableAgent, along with providing additional schema information specific to Pydantic AI tools, such as parameters and function signatures.

Attributes:

  • parameters_json_schema Dict[str, Any] - A schema describing the parameters that the tool’s function expects.

__init__

def __init__(name: str, description: str, func: Callable[..., Any],
             parameters_json_schema: dict[str, Any]) -> None

Initializes a PydanticAITool object with the provided name, description, function, and parameter schema.

Arguments:

  • name str - The name of the tool.
  • description str - A description of what the tool does.
  • func Callable[…, Any] - The function that is executed when the tool is called.
  • parameters_json_schema Dict[str, Any] - A schema describing the parameters that the function accepts.

register_for_llm

def register_for_llm(agent: ConversableAgent) -> None

Registers the tool with the ConversableAgent for use with a language model (LLM).

This method updates the agent’s tool signature to include the function schema, allowing the agent to invoke the tool correctly during interactions with the LLM.

Arguments:

  • agent ConversableAgent - The agent with which the tool will be registered.