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.

Why you need LLMOps - Artefact

FX (Francois-Xavier) L. on LinkedIn: Label with Sam & interactive

Generative AI with SAP. RAG Evaluations - SAP Community

RAG vs Fine-Tuning LLM: Comparing the Gen AI Approaches

LLM Evaluation Toolkit for RAG Pipelines, by Shivam Solanki, Towards Generative AI

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

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

Building RAG-based LLM Applications for Production

12 Retrieval Augmented Generation (RAG) Tools / Software in '23

rag & bone Icons Collection Campaign 2022

No-code retrieval augmented generation (RAG) with LlamaIndex and ChatGPT - TechTalks

Recycled Gray T-shirt Knit Rag – All Rags

Rag & Bone Retro Runner Sherpa Beige Low Top Sneakers - Sneak in Peace

Lily Ponte Pants