optimize

TypeScript

function optimize<IN, OUT>(
   program: Readonly<AxProgrammable<IN, OUT>>, 
   examples: readonly AxTypedExample<IN>[], 
   metricFn: 
  | AxMetricFn
  | AxMultiMetricFn, 
options: Readonly<AxOptimizeOptions>): Promise<AxParetoResult<OUT>>;

Defined in: https://github.com/ax-llm/ax/blob/686f8ba96cf652e044cf922b67c16c8f09754a70/src/ax/dsp/optimize.ts#L37

Optimize a program, measuring baselineScore and baselineScores before any bootstrap demos or component changes. Existing caller-supplied demos remain part of the baseline. Bootstrap runs need two validation passes within maxMetricCalls; runs without bootstrap reuse the seed evaluation. The implicit budget is at least 100 and fits the required validation passes. An explicit maxMetricCalls is always respected.

Type Parameters

Type Parameter
`IN`
`OUT` extends `AxGenOut`

Parameters

Parameter	Type
`program`	`Readonly`<`AxProgrammable`<`IN`, `OUT`>>
`examples`	readonly `AxTypedExample`<`IN`>[]
`metricFn`	\| `AxMetricFn` \| `AxMultiMetricFn`
`options`	`Readonly`<`AxOptimizeOptions`>

Returns

Promise<AxParetoResult<OUT>>