Orchestrates end-to-end TruLens evaluation workflows for LLM apps.
npx skills add https://github.com/truera/trulens --skill trulens-evaluation-workflow
Please help me install this Agent Skill. Skill: trulens-evaluation-workflow Source: https://github.com/truera/trulens/tree/main/skills Command: npx skills add https://github.com/truera/trulens --skill trulens-evaluation-workflow
This Skill streamlines end-to-end evaluation workflows for TruLens-enabled LLM applications.
Start by wiring TruLens instrumentation to your app, then configure your evaluations with the evaluation-setup skill, run evaluations with the running-evaluations skill, and review results on the leaderboard dashboard.
High-intent search queries and answers about installing and using this skill.
To evaluate LLM applications across versions, you instrument your app, curate datasets, configure metrics, run experiments, and compare results on a leaderboard dashboard to deliver end-to-end insights.
The best way to set up an LLM evaluation workflow is to wire instrumentation to your app, configure metrics, run evaluations, and review structured results on a dashboard to coordinate cross-skill insights.
Dashboard instrumentation works by wiring TruLens into your LLM app to track evaluation metrics, which then feeds structured results into a leaderboard dashboard for cross-version comparison and team collaboration.
Yes, you need to curate test datasets before running evaluations. This workflow coordinates dataset-curation alongside instrumentation, evaluation-setup, and running-evaluations components to execute experiments effectively.
Yes, you can compare evaluation results across multiple LLM app versions. The workflow executes experiments and generates structured results on a leaderboard dashboard to compare performance and inform team decisions.
You should use a structured workflow for LLM evaluations when you need to coordinate instrumentation, dataset-curation, and metric configuration to systematically compare app versions and generate collaborative dashboard insights.
trueraCreate and curate ground-truth evaluation datasets for TruLens.
trueraOrchestrate TruLens evaluations across apps and versions with TruChain, TruGraph, and TruLlama.
Arize-aiCapture AI application traces, evaluations, and prompts with OpenTelemetry.
trueraInstrument LLM apps to capture traces for evaluation and debugging.
