A Guide to RAG Evaluation and Monitoring (2024)

We share a brief introduction to the factors that affect the performance of a RAG stack and includes an emphasis on the importance of creating a benchmark dataset to ensure the proper functioning of the stack. Finally, we will tackle the monitoring best practices for continuous value delivery.

Evaluating RAG Performance: A Comprehensive Guide, by Christian Grech, Feb, 2024

A Practical Guide to RAG Pipeline Evaluation (Part 2: Generation), by Yi Zhang, Relari Blog

FX (Francois-Xavier) L. on LinkedIn: A Guide to RAG Evaluation and Monitoring (2024)

FX (Francois-Xavier) L. on LinkedIn: A Guide to RAG Evaluation and Monitoring (2024)

Retrieval Augmented Generation (RAG) for LLMs

FX (Francois-Xavier) L. on LinkedIn: 2 years ago, with Edouard D

An Overview on RAG Evaluation

Retrieval-Augmented Generation (RAG): The Essential Guide

Best Practices for LLM Evaluation of RAG Applications