koog-agents-optimization/ai.koog.agents.optimization.optimizers.gepa/GEPAPrompts

GEPAPrompts

object GEPAPrompts

Prompt templates used by GEPA's reflection LM for instruction proposal and crossover.

Functions

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fun crossoverPrompt(moduleName: String, instructionA: String, scoreA: Double, instructionB: String, scoreB: Double): Prompt

Builds a crossover prompt: given two candidate instructions for the same module, merge the best aspects of both into a single improved instruction.

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fun reflectionAndProposalPrompt(moduleName: String, currentInstruction: String, failures: List<GEPAReflectionProposer.FailureFeedback>): Prompt

Builds a reflection prompt for the GEPA reflection LM.