aiflows/InteractiveCodeGenFlowModule

Table of Contents

• InteractiveCodeGenFlow
  • InteractiveCodeGenFlow
    • __init__
    • instantiate_from_config
    • run
• run
• __init__

InteractiveCodeGenFlow

InteractiveCodeGenFlow Objects

class InteractiveCodeGenFlow(SequentialFlow)

This flow writes code in an interactive manner. It is a sequential flow composed of:

1. MemoryReading: reads in the code library.
2. CodeGenerator: generates code based on the goal and functions in the code library.
3. CodeFileEditor: writes the generated code to a temp file for the user to see, edit and provide feedback.
4. ParseFeedback: opens up the temp file with vscode and parses the feedback from the user.

Input Interface:

• goal

Output Interface:

• code
• feedback
• temp_code_file_location

Configuration Parameters:

• input_interface: the input interface of the flow.
• output_interface: the output interface of the flow.
• subflows_config: the configuration of the subflows.
• early_exit_key: the key in the state dict that indicates whether the flow should exit early.
• topology: the topology of the subflows.

__init__

def __init__(memory_files: Dict[str, Any], **kwargs)

This function initializes the flow.

Arguments:

• memory_files (Dict[str, Any]): the memory files that are used in the flow.
• kwargs (Any): the keyword arguments.

instantiate_from_config

@classmethod
def instantiate_from_config(cls, config)

This function instantiates the flow from a configuration.

Arguments:

• config (Dict[str, Any]): the configuration of the flow.

Returns:

Flow: the instantiated flow.

run

def run(input_data: Dict[str, Any]) -> Dict[str, Any]

This function runs the flow.

Arguments:

• input_data (Dict[str, Any]): the input data to the flow.

Returns:

Dict[str, Any]: the output data from the flow.

run

__init__