Documentation

Build LLM-powered agents
with production-ready TypeScript

DSPy for TypeScript. Working with LLMs is complex—they don't always do what you want. DSPy makes it easier to build amazing things with LLMs. Just define your inputs and outputs (signature) and an efficient prompt is auto-generated and used. Connect together various signatures to build complex systems and workflows using LLMs.

15+ LLM Providers
End-to-end Streaming
Auto Prompt Tuning

AxLearnResult

Defined in: https://github.com/ax-llm/ax/blob/242cf18d21de9f9d58c7c82f53305f0605497473/src/ax/dsp/learn.ts#L107

Result from an optimize operation.

Type Parameters

Type Parameter
_IN extends AxGenIn
_OUT extends AxGenOut

Properties

PropertyTypeDescription
checkpointVersionnumberCheckpoint version saved
improvementnumberScore improvement from original
scorenumberFinal score achieved
statsobjectStatistics
stats.durationMsnumber-
stats.trainingExamplesnumber-
stats.validationExamplesnumber-