Evaluation

DeepEval: The LLM Evaluation Framework that integrates unit testing directly into your CI/CD pipeline for production-grade AI applications.

Evaluation, specifically DeepEval, is the critical framework for rigorously testing and validating Large Language Models (LLMs) before deployment. It applies the familiar unit-testing paradigm (like Pytest) to AI, ensuring measurable, repeatable quality for your Generative AI applications. The platform leverages over 50 research-backed metrics, including advanced techniques like G-Eval, to score subjective criteria with objective, criteria-based reasoning. This integration allows engineering teams to embed robust model performance checks directly into their existing continuous integration workflows, ensuring every prompt tweak or model update maintains production-grade standards.

https://deepeval.com