nat.plugins.langchain.agent.prompt_optimizer.register

Classes

PromptOptimizerConfig
PromptRecombinerConfig

Functions

prompt_optimizer_function(config, builder)	Function to optimize prompts for LLMs.
prompt_recombiner_function(config, builder)	Function to recombine two parent prompts into a child prompt using the optimizer LLM.

Module Contents

class PromptOptimizerConfig

Bases: nat.data_models.function.FunctionBaseConfig

optimizer_llm: nat.data_models.component_ref.LLMRef = None

optimizer_prompt: str = None

system_objective: str = None

async prompt_optimizer_function(

config: PromptOptimizerConfig,

builder: nat.builder.builder.Builder,

)

Function to optimize prompts for LLMs.

class PromptRecombinerConfig

Bases: nat.data_models.function.FunctionBaseConfig

optimizer_llm: nat.data_models.component_ref.LLMRef = None

optimizer_prompt: str = None

system_objective: str = None

async prompt_recombiner_function(

config: PromptRecombinerConfig,

builder: nat.builder.builder.Builder,

)

Function to recombine two parent prompts into a child prompt using the optimizer LLM. Uses the same base template and objective instructions.