TruLens Eval v0.21.0

What's changed

• Deduplicated sync/async methods by @piotrm0 in #793
• Refactored groundedness methods by @joshreini1 in #801
• Error on deprecated passthrough methods by @piotrm0 in #803
• Virtual models for logging and evaluating existing data by @piotrm0 in #806
• Rename summarization quality to comprehensiveness by @joshreini1 in #816
• Delete long deprecated TruApp and TruDB by @piotrm0 in #817
• Enable async unit tests by @piotrm0 in #831
• Add generation of test cases by @joshreini1 in #705

Examples

• Expand evaluation docs by @joshreini1 in #823 including:
  • Running Feedback Functions
  • Feedback Function Selectors
  • Feedback Function Providers
  • Feedback Implementations
  • Generating Test Cases
  • Feedback Evaluations

Bug Fixes

• Add metadata display and application tag display in UI by @joshreini1 in #797
• Fixed issue with float precision by @joshreini1 in #798
• Fix typo in openai moderation - sexual minors by @joshreini1 in #815
• Include reasoning in summarization eval by @joshreini1 in #815
• Make OpenAI optional by @joshreini1 in #827

New contributors

• @vivekgangasani made their first contribution to update AWS jumpstart examples in #795

Notes

• When feedback mode is set to WITH_APP_THREAD, feedback may be computed more eagerly than expected.