TruLens
Instrumentation and feedback functions for evaluating model applications.
Обзор
TruLens instruments a model application so every call is recorded with feedback scores attached, from relevance to groundedness. It solves the problem that an aggregate score cannot tell you which step of a pipeline produced a bad answer. It exists because the useful question is not whether the application is good but where it is going wrong, and answering that needs per-step evaluation rather than a single number.
Граф технологий
Как TruLens связана с остальным стеком.
Применяется к
- RAG technique Techniques TruLens used for RAG High ✓ source
Инструменты
ПО, которое реализует TruLens или интегрируется с ним.