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KortexyaKortexyaReasoning Layer SDK

Interface: GenerateSyntheticDataRequest

@kortexya/reasoninglayer

@kortexya/reasoninglayer / GenerateSyntheticDataRequest

Interface: GenerateSyntheticDataRequest

Section titled “Interface: GenerateSyntheticDataRequest”

Defined in: src/types/synthetic.ts:395

Request to generate synthetic training data.

Properties

Section titled “Properties”

enableEnhancedNegatives?

Section titled “enableEnhancedNegatives?”

optional enableEnhancedNegatives?: boolean

Defined in: src/types/synthetic.ts:397

Whether to enable enhanced negative generation (default: true).

enableFormatDiversity?

Section titled “enableFormatDiversity?”

optional enableFormatDiversity?: boolean

Defined in: src/types/synthetic.ts:399

Whether to include multi-format diversity (default: true).

enableForwardChaining?

Section titled “enableForwardChaining?”

optional enableForwardChaining?: boolean

Defined in: src/types/synthetic.ts:401

Whether to amplify with forward chaining (default: true).

enableStatisticalSampling?

Section titled “enableStatisticalSampling?”

optional enableStatisticalSampling?: boolean

Defined in: src/types/synthetic.ts:403

Whether to enable statistical sampling from extraction distributions (default: true).

enableVerbalization?

Section titled “enableVerbalization?”

optional enableVerbalization?: boolean

Defined in: src/types/synthetic.ts:405

Whether to enable verbalization of generated terms (default: true).

generateNegatives?

Section titled “generateNegatives?”

optional generateNegatives?: boolean

Defined in: src/types/synthetic.ts:407

Whether to generate hard negative examples (default: true).

maxForwardChainIterations?

Section titled “maxForwardChainIterations?”

optional maxForwardChainIterations?: number | null

Defined in: src/types/synthetic.ts:409

Maximum forward chaining iterations (default: 50).

maxNegativesPerSort?

Section titled “maxNegativesPerSort?”

optional maxNegativesPerSort?: number | null

Defined in: src/types/synthetic.ts:411

Maximum enhanced negatives per sort (default: 5).

maxSolutionsPerGoal?

Section titled “maxSolutionsPerGoal?”

optional maxSolutionsPerGoal?: number | null

Defined in: src/types/synthetic.ts:413

Maximum solutions from backward chaining per goal (default: 10).

maxTermsPerSort?

Section titled “maxTermsPerSort?”

optional maxTermsPerSort?: number | null

Defined in: src/types/synthetic.ts:415

Maximum terms to generate per sort (default: 100).

minCertainty?

Section titled “minCertainty?”

optional minCertainty?: number | null

Defined in: src/types/synthetic.ts:417

Minimum certainty degree for generated terms (0.0-1.0, default: 0.5).

realRatio?

Section titled “realRatio?”

optional realRatio?: number | null

Defined in: src/types/synthetic.ts:419

Real/synthetic data mixing ratio (default: 0.62 real).

seed?

Section titled “seed?”

optional seed?: number | null

Defined in: src/types/synthetic.ts:421

Random seed for reproducibility (default: 42).

targetSorts?

Section titled “targetSorts?”

optional targetSorts?: string[]

Defined in: src/types/synthetic.ts:423

Target sort IDs to generate data for. If empty, generates for all active sorts.

verbalizationStrategy?

Section titled “verbalizationStrategy?”

optional verbalizationStrategy?: string | null

Defined in: src/types/synthetic.ts:425

Verbalization strategy (default: “SchemaGuided”). Options: “Template”, “SchemaGuided”, “SortEmbedding”, “Narrative”.