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
GitHub Stars NPM Package Twitter Follow

AxDBService

Defined in: https://github.com/ax-llm/ax/blob/9a5a7060a48f9eef46efc680b0cdf6b42bff5df2/src/ax/db/types.ts#L36

Extends

Methods

batchUpsert()

batchUpsert(batchReq: readonly AxDBUpsertRequest[], update?: boolean): Promise<AxDBUpsertResponse>;

Defined in: https://github.com/ax-llm/ax/blob/9a5a7060a48f9eef46efc680b0cdf6b42bff5df2/src/ax/db/types.ts#L42

Parameters

ParameterType
batchReqreadonly AxDBUpsertRequest[]
update?boolean

Returns

Promise<AxDBUpsertResponse>

query()

query(req: Readonly<AxDBQueryRequest>): Promise<AxDBQueryResponse>;

Defined in: https://github.com/ax-llm/ax/blob/9a5a7060a48f9eef46efc680b0cdf6b42bff5df2/src/ax/db/types.ts#L49

Parameters

ParameterType
reqReadonly<AxDBQueryRequest>

Returns

Promise<AxDBQueryResponse>

Inherited from

AxDBQueryService.query

upsert()

upsert(req: Readonly<AxDBUpsertRequest>, update?: boolean): Promise<AxDBUpsertResponse>;

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

Parameters

ParameterType
reqReadonly<AxDBUpsertRequest>
update?boolean

Returns

Promise<AxDBUpsertResponse>