TruLens Eval v0.7.0

Library containing evaluations of LLM Applications

Changeling

• Added Groundedness Feedback functions to verify supporting evidence using Huggingface NLI and OpenAI LLMs
• Updated UI Timeline view to include application component input and output details on click
• Updated UI leaderboard to show application metadata

Documentation

• Added Prompt/Response and Question/Statement Performance to API documentation for visibility into the feedback function working on real data
  • https://www.trulens.org/trulens_eval/pr_relevance_smoke_tests/
  • https://www.trulens.org/trulens_eval/qs_relevance_smoke_tests/
• Added TruBasicApp to API documentation

Examples

• Updated llama-index agent example with more evaluations

Bug Fixes

• Removed key requirements from some UI components introduced in 0.6.0