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

AxDBManager

Defined in: https://github.com/ax-llm/ax/blob/9a5a7060a48f9eef46efc680b0cdf6b42bff5df2/src/ax/docs/manager.ts#L30

Constructors

Constructor

new AxDBManager(__namedParameters: Readonly<AxDBManagerArgs>): AxDBManager;

Defined in: https://github.com/ax-llm/ax/blob/9a5a7060a48f9eef46efc680b0cdf6b42bff5df2/src/ax/docs/manager.ts#L37

Parameters

ParameterType
__namedParametersReadonly<AxDBManagerArgs>

Returns

AxDBManager

Methods

insert()

insert(text: Readonly<string | string[]>, options?: Readonly<{
  abortSignal?: AbortSignal;
  batchSize?: number;
  maxWordsPerChunk?: number;
  minWordsPerChunk?: number;
}>): Promise<void>;

Defined in: https://github.com/ax-llm/ax/blob/9a5a7060a48f9eef46efc680b0cdf6b42bff5df2/src/ax/docs/manager.ts#L50

Parameters

ParameterType
textReadonly<string | string[]>
options?Readonly<{ abortSignal?: AbortSignal; batchSize?: number; maxWordsPerChunk?: number; minWordsPerChunk?: number; }>

Returns

Promise<void>


query()

query(query: Readonly<string | number | number[] | string[]>, __namedParameters: 
  | undefined
  | Readonly<{
  abortSignal?: AbortSignal;
  topPercent?: number;
}>): Promise<AxDBMatch[][]>;

Defined in: https://github.com/ax-llm/ax/blob/9a5a7060a48f9eef46efc680b0cdf6b42bff5df2/src/ax/docs/manager.ts#L110

Parameters

ParameterType
queryReadonly<string | number | number[] | string[]>
__namedParameters| undefined | Readonly<{ abortSignal?: AbortSignal; topPercent?: number; }>

Returns

Promise<AxDBMatch[][]>