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.

Building Multi-Tenancy RAG System with LlamaIndex — LlamaIndex, Data Framework for LLM Applications

RAG Evaluation. Retrieval Augmented Generation (RAG) is…, by Cobus Greyling

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

A Guide to RAG Evaluation and Monitoring (2024)

10 Lessons from Developing an AI Chatbot Using Retrieval-Augmented Generation

FX (Francois-Xavier) L. on LinkedIn: #attorney

Retrieval augmented generation: Keeping LLMs relevant and current - Stack Overflow

An Overview on RAG Evaluation

An Overview on RAG Evaluation

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

Edition 27 – RAG Evaluation

Retrieval Augmented Generation (RAG): A Comprehensive Guide

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

LLM Monitoring and Observability — A Summary of Techniques and Approaches for Responsible AI, by Josh Poduska

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