optimizer

Feb 6, 2025

Changes in this version

+ func OptimizePrompt[I schema.Schema, O schema.Schema](ctx context.Context, prompt *I, config OptimizationConfig, ...) (*I, *O, error)

+ type ContextProvider struct

+ func NewContextProvider(historyGetter HistoryGetter) *ContextProvider

+ func (c *ContextProvider) Info() string

+ func (c *ContextProvider) Title() string

+ type HistoryGetter interface

+ RecentHistory func() []OptimizationEntry

+ type IterationCallback func(iteration int, entry OptimizationEntry)

+ type LetterRating struct

+ Grade string

+ func (lr LetterRating) IsGoalMet() bool

+ func (lr LetterRating) String() string

+ type Metric struct

+ Description string

+ Name string

+ Reasoning string

+ Value float64

+ type NumericalRating struct

+ Max float64

+ Score float64

+ func (nr NumericalRating) IsGoalMet() bool

+ func (nr NumericalRating) String() string

+ type OptimizationConfig struct

+ Description string

+ MaxRetries int

+ Metrics []Metric

+ RatingSystem string

+ RetryDelay time.Duration

+ Threshold float64

+ func DefaultOptimizationConfig() OptimizationConfig

+ type OptimizationEntry struct

+ Assessment PromptAssessment

+ Prompt schema.Schema

+ type OptimizationRating interface

+ IsGoalMet func() bool

+ String func() string

+ type OptimizerConfig struct

+ type OptimizerOption func(*OptimizerConfig)

+ type Option = func(*OptimizerConfig)

+ func WithCustomMetrics(metrics ...Metric) Option

+ func WithIterationCallback(callback IterationCallback) Option

+ func WithIterations(iterations int) Option

+ func WithMaxRetries(maxRetries int) Option

+ func WithMemorySize(size int) Option

+ func WithOptimizationGoal(goal string) Option

+ func WithRatingSystem(system string) Option

+ func WithRetryDelay(delay time.Duration) Option

+ func WithThreshold(threshold float64) Option

+ type PromptAssessment struct

+ AlignmentWithGoal float64

+ EfficiencyScore float64

+ Metrics []Metric

+ OverallGrade string

+ OverallScore float64

+ Strengths []Strength

+ Suggestions []Suggestion

+ Weaknesses []Weakness

+ type PromptImprovement struct

+ BoldRedesign *T

+ ExpectedImpact struct{ ... }

+ IncrementalImprovement *T

+ type PromptOptimizer struct

+ func NewPromptOptimizer[I schema.Schema](agentOpts []agents.Option, taskDesc string, opts ...OptimizerOption) *PromptOptimizer[I]

+ func (po *PromptOptimizer[I]) GetOptimizationHistory() []OptimizationEntry

+ func (po *PromptOptimizer[I]) OptimizePrompt(ctx context.Context, prompt *I) (*I, error)

+ func (po *PromptOptimizer[I]) RecentHistory() []OptimizationEntry

+ type Strength struct

+ Example string

+ Point string

+ type Suggestion struct

+ Description string

+ ExpectedImpact float64

+ Reasoning string

+ type Weakness struct

+ Example string

+ Point string