Methods

__init__(**kwargs)

Creates a new Agent.

Parameters:

Name	Type	Description	Default
kwargs		arguments to pass to the underlying Agent backend and LLM pipeline instance	{}

Source code in txtai/agent/base.py

def __init__(self, **kwargs):
    """
    Creates a new Agent.

    Args:
        kwargs: arguments to pass to the underlying Agent backend and LLM pipeline instance
    """

    # Ensure backwards compatibility
    if "max_iterations" in kwargs:
        kwargs["max_steps"] = kwargs.pop("max_iterations")

    # Create agent process runner
    self.process = ProcessFactory.create(kwargs)

    # Tools dictionary
    self.tools = self.process.tools

__call__(text, maxlength=8192, stream=False, **kwargs)

Runs an agent loop.

Parameters:

Name	Type	Description	Default
text		instructions to run	required
maxlength		maximum sequence length	8192
stream		stream response if True, defaults to False	False
kwargs		additional keyword arguments	{}

Returns:

Type	Description
	result

Source code in txtai/agent/base.py

def __call__(self, text, maxlength=8192, stream=False, **kwargs):
    """
    Runs an agent loop.

    Args:
        text: instructions to run
        maxlength: maximum sequence length
        stream: stream response if True, defaults to False
        kwargs: additional keyword arguments

    Returns:
        result
    """

    # Process parameters
    self.process.model.parameters(maxlength)

    # Run agent loop
    return self.process.run(text, stream=stream, **kwargs)