30 lines
859 B
Python
30 lines
859 B
Python
"""
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DSPy GitOps Metrics Module
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Metrics for evaluating Heritage RAG pipeline quality.
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"""
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from .intent_accuracy import intent_accuracy, intent_accuracy_metric
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from .entity_extraction import entity_f1, entity_precision, entity_recall
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from .sparql_correctness import sparql_validation_score, sparql_result_score
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from .answer_relevance import answer_relevance_metric, llm_as_judge_metric
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from .composite import heritage_rag_metric, create_weighted_metric
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__all__ = [
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# Intent metrics
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"intent_accuracy",
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"intent_accuracy_metric",
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# Entity metrics
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"entity_f1",
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"entity_precision",
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"entity_recall",
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# SPARQL metrics
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"sparql_validation_score",
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"sparql_result_score",
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# Answer metrics
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"answer_relevance_metric",
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"llm_as_judge_metric",
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# Composite
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"heritage_rag_metric",
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"create_weighted_metric",
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]
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