aiq.agent.reasoning_agent.reasoning_agent

Attributes

logger

Classes

ReasoningFunctionConfig

Defines an AIQ Toolkit function that performs reasoning on the input data.

Functions

build_reasoning_function(config, builder)

Build a ReasoningFunction from the provided config.

Module Contents

logger

class ReasoningFunctionConfig(/, **data: Any)

Bases: aiq.data_models.function.FunctionBaseConfig

Defines an AIQ Toolkit function that performs reasoning on the input data. Output is passed to the next function in the workflow.

Designed to be used with an InterceptingFunction.

Create a new model by parsing and validating input data from keyword arguments.

Raises [ValidationError][pydantic_core.ValidationError] if the input data cannot be validated to form a valid model.

self is explicitly positional-only to allow self as a field name.

llm_name: aiq.data_models.component_ref.LLMRef = None

augmented_fn: aiq.data_models.component_ref.FunctionRef = None

verbose: bool = None

reasoning_prompt_template: str = None

instruction_prompt_template: str = None

async build_reasoning_function(

config: ReasoningFunctionConfig,

builder: aiq.builder.builder.Builder,

)

Build a ReasoningFunction from the provided config.

Args:

config (ReasoningFunctionConfig): The config for the ReasoningFunction. builder (Builder): The Builder instance to use for building the function.

Returns:

ReasoningFunction: The built ReasoningFunction.