@juspay/neurolink/dist/core/nativeGenerateLoop.d.ts

The pipe layer of an AI nervous system: one interface connecting provider neurons to your application, across three inference types — generate, stream and decide. `decide` returns typed, calibrated judgements from a non-generative model (~400ms, ~$0.00002

/**
 * The multi-step tool loop that the ai package's `generateText` used to supply.
 *
 * It deliberately loops over a provider's own `doGenerate` rather than over any
 * streaming machinery. That is the whole lesson of the reverted first attempt:
 * `doGenerate` is where the JSON-versus-SSE wire choice lives, along with the
 * 400 retry, the context-overflow refit and the provider's own structured-output
 * handling. Looping around the streaming path instead silently changed
 * generate() to send `stream: true` and broke ten providers against a
 * non-streaming body.
 *
 * Every provider whose delegating model exposes a v3-shaped `doGenerate` can
 * share this: the v3 result shape (`content` parts, `finishReason`, `usage`) is
 * the same across Anthropic, the OpenAI-compatible family and SageMaker.
 */
import type { NativeGenerateLoopArgs, NativeGenerateLoopResult, ToolExecutionSummaryInternal } from "../types/index.js";
/**
 * Narrow a model handle to the delegating shape this loop drives.
 * `LanguageModel` is a union that includes a bare string id, and a double
 * assertion through unknown is banned by Critical Rule 14.
 */
export declare const hasNativeDoGenerate: (value: unknown) => value is {
    doGenerate: (options: Record<string, unknown>) => Promise<Record<string, unknown>>;
};
/**
 * Spell a JSON Schema into the conversation's system turn.
 *
 * The structured-output fallback for vendors that reject or ignore
 * `response_format`. Merged into an existing trailing system message rather
 * than appended as a second one: several self-hosted OpenAI-compatible stacks
 * honour only the first system message, so a second would be dropped and the
 * fallback would silently do nothing.
 */
export declare const appendJsonSchemaInstruction: (conversation: Array<Record<string, unknown>>, schema: unknown) => Array<Record<string, unknown>>;
export declare function runNativeGenerateLoop(args: NativeGenerateLoopArgs, toolExecutionSummaries: ToolExecutionSummaryInternal[]): Promise<NativeGenerateLoopResult>;