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feature/llm-lib-custom-env - #104

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Add support for custom environment providers throughout the LiSSA pipeline.
Environment providers are handed down through signatures to provide secrets to the llm-lib constructors to access large language models.
Depends on ardoco/llm-access#14 and #95
Building up on this test cases may be refactored to use the MapEnvironment instead of overwriting the env files in SystemEnvironment.

@DanielDango DanielDango added the enhancement New feature or request label Sep 28, 2026
Copilot AI lite review requested due to automatic review settings September 28, 2026 09:11
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Copilot review overview

🟡 Changes recommended

One or more issues must be addressed before approval.

Review effort: Lite
Findings: 1 Medium severity

Open (1)
What changed in this PR

Adds EnvironmentProvider plumbing across evaluation, optimization, preprocessing, and classifier construction, while retaining system-environment defaults.

Changes:

  • Extends LLM-related constructors and factories with environment providers.
  • Adds provider-aware Evaluation and Optimization constructors.
  • Updates tests and architecture checks for SystemEnvironment.
File Description
src/​test/​java/​edu/​kit/​kastel/​sdq/​lissa/​ratlr/​e2e/​Requirement2RequirementE2ETest.java Updated as part of this pull request.
src/​test/​java/​edu/​kit/​kastel/​sdq/​lissa/​ratlr/​e2e/​MockPipelineE2ETest.java Updated as part of this pull request.
src/​test/​java/​edu/​kit/​kastel/​sdq/​lissa/​ratlr/​ArchitectureTest.java Updated as part of this pull request.
src/​main/​java/​edu/​kit/​kastel/​sdq/​lissa/​ratlr/​promptoptimizer/​ProTeGiOptimizer.java Updated as part of this pull request.
src/​main/​java/​edu/​kit/​kastel/​sdq/​lissa/​ratlr/​promptoptimizer/​PromptOptimizer.java Updated as part of this pull request.
src/​main/​java/​edu/​kit/​kastel/​sdq/​lissa/​ratlr/​promptoptimizer/​IterativeOptimizer.java Updated as part of this pull request.
src/​main/​java/​edu/​kit/​kastel/​sdq/​lissa/​ratlr/​promptoptimizer/​IterativeFeedbackOptimizer.java Updated as part of this pull request.
src/​main/​java/​edu/​kit/​kastel/​sdq/​lissa/​ratlr/​preprocessor/​SummarizePreprocessor.java Updated as part of this pull request.
src/​main/​java/​edu/​kit/​kastel/​sdq/​lissa/​ratlr/​preprocessor/​Preprocessor.java Updated as part of this pull request.
src/​main/​java/​edu/​kit/​kastel/​sdq/​lissa/​ratlr/​Optimization.java Updated as part of this pull request.
src/​main/​java/​edu/​kit/​kastel/​sdq/​lissa/​ratlr/​Main.java Updated as part of this pull request.
src/​main/​java/​edu/​kit/​kastel/​sdq/​lissa/​ratlr/​Evaluation.java Updated as part of this pull request.
src/​main/​java/​edu/​kit/​kastel/​sdq/​lissa/​ratlr/​configuration/​EvaluationConfiguration.java Updated as part of this pull request.
src/​main/​java/​edu/​kit/​kastel/​sdq/​lissa/​ratlr/​classifier/​SimpleClassifier.java Updated as part of this pull request.
src/​main/​java/​edu/​kit/​kastel/​sdq/​lissa/​ratlr/​classifier/​ReasoningClassifier.java Updated as part of this pull request.
src/​main/​java/​edu/​kit/​kastel/​sdq/​lissa/​ratlr/​classifier/​PipelineClassifier.java Updated as part of this pull request.
src/​main/​java/​edu/​kit/​kastel/​sdq/​lissa/​ratlr/​classifier/​Classifier.java Updated as part of this pull request.
src/​main/​java/​edu/​kit/​kastel/​sdq/​lissa/​ratlr/​classifier/​ChatLanguageModelProvider.java Updated as part of this pull request.

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Comment on lines +116 to +117
promptOptimizer = PromptOptimizer.createOptimizer(
configuration.promptOptimizer(), goldStandard, metric, selector, this.environment);
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