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Changelog

Unreleased

Added

  • quorabust-report for generating Markdown model cards from saved artifacts and optional labeled holdout CSVs.
  • GET /models serving endpoint for safe loaded-model metadata.
  • examples/smoke_pairs.csv and CI coverage for the train-to-report workflow.
  • JSON output for quorabust-report --format json.
  • Precision, recall, F1, and configurable threshold sweeps in model reports.
  • POST /predict?explain=true feature-value explanations for scored pairs.
  • quorabust-train --metadata-out for JSON metadata sidecars.
  • Thresholded /predict decisions with artifact/env defaults and per-request override.
  • Enterprise product-positioning guide for semantic matching use cases and production gaps.
  • Calibration summary and probability-bin diagnostics in quorabust-report.
  • Holdout-selected decision_threshold metadata from quorabust-train.
  • quorabust-validate-report release gate for machine-readable model-card JSON.
  • Optional --feature-backend cross-encoder for modern transformer pair scoring.
  • quorabust-report --compare-model label=path for same-holdout backend comparisons.

Fixed

  • Capped NumPy below 2.5 so Mypy can parse dependency stubs with the configured Python target.

0.3.2

Added

  • Importable Grafana dashboard grafana/dashboards/quorabust-serving.json and docs/GRAFANA.md.

0.3.1

Added

  • OpenAPI examples, descriptions, and tags for scoring vs operations endpoints.
  • loadtests/k6_predict.js and docs/LOAD_TESTING.md for SLO-oriented load checks.

0.3.0

Added

  • Chunked CSV reader (dataio), JSONL model registry, drift mean-shift helpers.
  • Optional embedding backend (PairEmbeddingBuilder, [nlp] extra) and quorabust-train --feature-backend.
  • FastAPI serving (quorabust-serve): health/ready, predict, Prometheus /metrics, A/B header routing.
  • Training meta: feature_schema, reference_feature_means; optional --registry-dir.
  • Docs: docs/SCALING.md; CI runs quorabust-serve --help.

0.2.0

Added

  • SECURITY.md, NOTICE, CODEOWNERS, Dependabot, pip-audit workflow, pre-commit (Ruff + Mypy).
  • PEP 621 packaging (pyproject.toml only), Mypy in CI, coverage floor 70%, training lineage in CLI meta.
  • eval_classification_metrics, lineage helpers, Docker image and build workflow.
  • CONTRIBUTING.md, docs/ENTERPRISE.md.

0.1.0

Initial published layout: quorabust package, tests, training CLI, documentation.