iragent.models.SmartPrompt Class Reference

Public Member Functions
None	__init__ (self, AgentFactory agent_factory)
str	generate (self, str input, str output)

Public Attributes
	writer
	reader
	manager

Detailed Description

A utility class for generating optimized system prompts based on example 
inputs and desired outputs using a two-agent collaborative workflow.

This class leverages:
    1. `writer` – An agent that crafts an initial prompt tailored to produce 
       the desired output from a given input.
    2. `reader` – An agent that reviews and refines the generated prompt for 
       clarity, accuracy, and adherence to the intended task.

Both agents are orchestrated by an `AutoAgentManager` to enable iterative 
collaboration until the prompt meets the defined termination condition.

Attributes:
    writer (Agent): The prompt creation agent.
    reader (Agent): The prompt review and refinement agent.
    manager (AutoAgentManager): Coordinates the interaction between 
        `writer` and `reader` agents.

Args:
    agent_factory (AgentFactory): The factory used to create new agents.

Methods:
    generate(input: str, output: str) -> str:
        Generates a refined prompt based on an example input and its 
        expected output. The process:
            - Passes the input and output examples to the manager.
            - Iteratively runs writer and reader agents.
            - Returns the final crafted system prompt.

Constructor & Destructor Documentation

__init__()

None iragent.models.SmartPrompt.__init__	(		self,
		AgentFactory	agent_factory )

Member Function Documentation

generate()

str iragent.models.SmartPrompt.generate	(		self,
		str	input,
		str	output )

Member Data Documentation

manager

iragent.models.SmartPrompt.manager

Initial value:

=  AutoAgentManager(
            init_message="",
            agents= [self.writer,self.reader],
            first_agent=self.writer,
            max_round=5,
            termination_fn=simple_termination,
            termination_word="[#finish#]"
        )

reader

iragent.models.SmartPrompt.reader

Initial value:

=  agent_factory.create_agent(
            name="prompt_reader",
            temprature=0.1,
            system_prompt=SMART_PROMPT_READER,
            max_token = 512
        )

writer

iragent.models.SmartPrompt.writer

Initial value:

=  agent_factory.create_agent(
            name="prompt_maker",
            temprature=0.1,
            system_prompt=SMART_PROMPT_WRITER,
            max_token = 512
        )

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The documentation for this class was generated from the following file:

• iragent/models.py