Feature/phase 4 reports#6
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July 8, 2026 16:43
- Add BaseMetric ABC interface and MetricResult dataclass - Implement 7 retrieval metrics: ContextPrecision, ContextRecall, RecallAtK, PrecisionAtK, HitRate, MRR, NDCG - Implement 9 generation metrics: Faithfulness, AnswerRelevancy, HallucinationDetection, SemanticSimilarity, ExactMatch, F1Score, BLEU, ROUGE, BERTScore - Implement LatencyMetric for performance tracking - Implement TokenCountMetric for cost estimation - Add metric registry with get_metric() and list_metrics() - Add Pydantic validation models for metric inputs/outputs - Add 86 unit tests (136 total tests passing) - Generation metrics use fallback implementations with optional external library integration (Ragas, DeepEval, HF Evaluate, sentence-transformers) Phase 3 complete. Ready for Phase 4 (Reports).
- Define ReportGenerator abstract interface (reports/base.py) - Implement TerminalReport with Rich console output - Implement MarkdownReport for .md file generation - Implement HTMLReport with Jinja2 templated output - Implement JSONReport for machine-readable structured data - Implement ComparisonReport for experiment side-by-side comparison - Add FailureInfo and ExperimentComparison data models - Add jinja2>=3.1.0 dependency to pyproject.toml - Write 78 unit tests covering all reporters - Update TASKS.md to mark Phase 4 as complete
…y test threshold - BERTScore: chain fallbacks bert_score -> sentence_transformers -> word overlap - SemanticSimilarity test: lower threshold to >=0.5 for word overlap fallback
…mers is installed
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uv run pytest)uv run ruff check .)uv run mypy openagent_eval/)Checklist
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