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0.19.0 Release Notes

This version includes expanded explainability for properties, multi-category property support, multi-label classification support, and enhancements to the documentation, along with more features, stability and performance improvements, that are part of our 0.19.0 release.

Deepchecks LLM Evaluation 0.19.0 Release

  • 🌈 Highlighting of properties for explainability
  • 🎡 Multi-label support for properties and classification use cases
  • 🗒️ Docs Additions: Data Hierarchy and SDK Guide
  • ➕ Updates to Auto-annotation flow and to Steps upload

What’s New and Improved?

  • Highlighting of properties for explainability

    • Explainability highlighting for more properties: PII, Information Density, Coverage
  • Multi-label support for properties and classification use cases

  • Docs Additions

  • Updates to Auto-annotation flow and to Steps upload

    • While new recalculation is in progress, previously estimated annotations will be changed to state “Pending”, and then overridden by new estimate
    • Information retrieval support going forward: only as a designated field, and not as an information retrieval “step” ⚠️