A Guide to RAG Evaluation and Monitoring (2024)

Description

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.

How to Improve RAG Model Performance with Synthetic Data

5 Monitoring and Evaluation Resolutions for 2024

Edition 27 – RAG Evaluation

Why you need LLMOps - Artefact

Tutorial Use the Retrieval Augmented Generation (RAG) approach for question-answering - Dataiku Knowledge Base

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

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

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

Evaluating Retriever for Enterprise-Grade RAG

Retrieval Augmented Generation (RAG) with MLFLow

A Guide to RAG Evaluation and Monitoring (2024)

$ 22.50USD
Score 5(641)
In stock
Continue to book