Retrieval Augmented Generation (RAG) › Evaluating RAG System Performance

What is Evaluating RAG System Performance

Beginner

Answer

Evaluating RAG system performance involves measuring how well the retrieval step finds relevant information and how well the generation step uses that information to produce accurate answers.

Real-world example A team evaluates their RAG system by checking whether answers accurately reflect the retrieved documents instead of contradicting them.

Common follow-ups: What is Retrieval Augmented Generation (RAG), How is Evaluating RAG System Performance evaluated in practice, What tools are commonly used for Evaluating RAG System Performance

Retrieval Augmented Generation (RAG) topics: Introduction to Retrieval Augmented Generation Vector Databases for RAG Embedding Models for Retrieval