landing_page/qdrant-landing/content/retrieval-augmented-generation/rag-evaluation-guide-about.md

title, text, subtitle, listTitle, list, image, features, downloadGuide, sitemapExclude

title	text	subtitle	listTitle	list	image	features	downloadGuide	sitemapExclude
How to evaluate a RAG system	This guide will teach you how to evaluate a RAG system for both accuracy and quality.	Stages prone to errors	You will learn to maintain RAG performance by testing for:	id text 0 Search precision id text 1 Recall id text 2 Contextual relevance id text 3 Response accuracy.	src alt /img/rag-evaluation-guide/stages.svg Stages	id icon title description 0 src alt /icons/outline/search-text-blue.svg Search text Information retrieval This stage involves searching and fetching relevant information from a knowledge base or external sources. id icon title description 1 src alt /icons/outline/integration-blue.svg Integration Information augmentation In this stage, the retrieved information is processed and combined with the original query id icon title description 2 src alt /icons/outline/vectors-blue.svg Vectors Generating responses Using the augmented information, the language model generates a response to the original query.	text url Download the Guide #form	true