RAGAS is a comprehensive framework for evaluating Retrieval-Augmented Generation (RAG) systems. It provides a suite of metrics to assess the quality of RAG pipelines, helping developers and researchers understand how well their systems perform across different dimensions.
This document outlines how to self-host a DORA (DevOps Research and Assessment) metrics dashboard. Self-hosting provides control over your data, but requires technical expertise. Several open-source and commercial solutions exist. This guide discusses general approaches and considerations. It does not cover specific code implementations.