CAMEL - Build Multi-Agent AI Systems

BaseEvolInstructTemplates

class BaseEvolInstructTemplates(ABC):

Abstract base class for evolution instruction templates. This class defines a required structure for prompt transformation templates

Subclasses should define concrete templates for specific domains.

def EVOL_METHODS(self):

A dictionary mapping evolution method keys to their descriptions.

def STRATEGY(self):

A dictionary defining strategies and their corresponding methods.

class EvolInstructTemplates(BaseEvolInstructTemplates):

Contains templates for EvolInstruct prompt transformations. References:

WizardLM: Empowering Large Language Models to Follow Complex Instructions https://arxiv.org/pdf/2304.12244
eva: Evolving Alignment via Asymmetric Self-Play https://arxiv.org/abs/2411.00062

class MathEvolInstructTemplates(BaseEvolInstructTemplates):

Contains templates for MathEvolInstruct prompt transformations.