Evaluation of RAG Systems

Evaluating RAG systems is more complex than evaluating traditional LLMs, because RAG involves two distinct processes:

1. Retrieval quality

2. Generation quality (based on retrieved documents)

A good RAG system must fetch relevant documents and generate coherent, factually correct, and context-aware responses.

• Metrics

• Datasets and Benchmarks