optimizer

type Candidate struct {
	Program     program.Program
	Score       float64
	Instruction string
	Prefix      string
	Depth       int
}

type CoproOptimizer struct {
	Breadth         int
	Depth           int
	InitTemperature float64
	TrackStats      bool
	// contains filtered or unexported fields
}

type CritiqueNOptimizer struct {
	// contains filtered or unexported fields
}

type Evaluator struct {
	Program    string // prompt or agent
	Parameters map[string]interface{}
	// contains filtered or unexported fields
}

type Example struct {
	// contains filtered or unexported fields
}

type Metric func(*Example, any) float64

type OptimizeOption func(options *OptimizeOptions)

type OptimizeOptions struct {
	InitialInstruction string
	Description        string
	Inputs             string
	Outputs            string
}

type OptimizeResult struct {
	BestProgram    program.Program
	BestScore      float64
	History        []*OptimizeStep
	BestParameters map[string]interface{}
}

type OptimizeStep struct {
	Program    program.Program
	Score      float64
	Parameters map[string]interface{}
	Timestamp  int64
}

type Optimizer interface {
	// Optimize performs optimization and returns the best result
	Optimize(context.Context, any, ...OptimizeOption) (*OptimizeResult, error)
}

type Option func(options *Options)

type Options struct {
	LLM      *llm.Instance
	LLMModel string
	// contains filtered or unexported fields
}

type Strategy interface {
	Mutate(p *prompt.Prompt) *prompt.Prompt
}

type TemplateModifier struct {
}