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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.

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AxAgentDemos

type AxAgentDemos<IN, OUT, PREFIX> = 
  | {
  programId: `${PREFIX}.actor`;
  traces: Record<string, AxFieldValue> & object[];
}
  | {
  programId: `${PREFIX}.responder`;
  traces: OUT & Partial<IN>[];
};

Defined in: https://github.com/ax-llm/ax/blob/71ea5064d766efdc031d375243a8e525911833e7/src/ax/prompts/agent.ts#L52

Demo traces for AxAgent’s split architecture. Actor demos use { javascriptCode } + optional actorFields. Responder demos use the agent’s output type + optional input fields.

Type Parameters

Type ParameterDefault type
IN extends AxGenIn-
OUT extends AxGenOut-
PREFIX extends stringstring