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Rhoaieng 79828 implement dspy based prompt optimization - #117

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RHOAIENG-79828-implement-dspy-based-prompt-optimization
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Rhoaieng 79828 implement dspy based prompt optimization#117
filip-komarzyniec wants to merge 7 commits into
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RHOAIENG-79828-implement-dspy-based-prompt-optimization

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Description

Introducing optional DSPy-based prompts optimization.

Motivation

Increase quality of the end results and enhance prompt's maintainability.

Changes

  • new dependency of dspy
  • modified KFP AutoRAG pipeline's components so that they can trigger DSPy-based prompts optimization
  • modified ai4rag's core source files in order to enable prompt optimization:
    • new module ai4rag.core.hpo.prompts
    • modified AI4RAGExperiment, ModelPreSelector and SimpleRag classes and their internal flow

Testing

yes

Checklist

  • Tests added/updated
  • Documentation updated
  • Code follows style guide
  • All checks passing

Signed-off-by: Filip Komarzyniec <fkomarzy@redhat.com>

rh-pre-commit.version: 2.3.2
rh-pre-commit.check-secrets: ENABLED
…pipeline

Signed-off-by: Filip Komarzyniec <fkomarzy@redhat.com>

rh-pre-commit.version: 2.3.2
rh-pre-commit.check-secrets: ENABLED
Signed-off-by: Filip Komarzyniec <fkomarzy@redhat.com>

rh-pre-commit.version: 2.3.2
rh-pre-commit.check-secrets: ENABLED
Signed-off-by: Filip Komarzyniec <fkomarzy@redhat.com>

rh-pre-commit.version: 2.3.2
rh-pre-commit.check-secrets: ENABLED
…utoRAG pipeline

Signed-off-by: Filip Komarzyniec <fkomarzy@redhat.com>

rh-pre-commit.version: 2.3.2
rh-pre-commit.check-secrets: ENABLED
Signed-off-by: Filip Komarzyniec <fkomarzy@redhat.com>

rh-pre-commit.version: 2.3.2
rh-pre-commit.check-secrets: ENABLED
…f KFP AutoRAG pipeline

Signed-off-by: Filip Komarzyniec <fkomarzy@redhat.com>

rh-pre-commit.version: 2.3.2
rh-pre-commit.check-secrets: ENABLED
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