mlflow-based prompts optimisation - #132
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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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ℹ️ This is a DRAFT PR as this is only one of the alternatives for prompt optimisation approach. Final decision will be made based on the benchmarks' results for all of the alternative approaches.
These changes are based on the
ai4rag=0.10.4because (as for now)ai4rag@mainis way too incompatible with KFP AutoRAG pipeline (opendatahub/pipeline-components repository).Prompts optimisation using mlflow's
MetaPromptOptimizer(https://mlflow.org/docs/latest/genai/prompt-registry/optimize-prompts/#metaprompting)Description
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