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Beyond Naive RAG: Practical Advanced Methods

Hamel Husain

Hamel Husain

ML Engineer with 20 years of experience

Shreya Shankar

Shreya Shankar

ML Systems & Applied AI Evals Researcher

See all products from Hamel Husain & Shreya Shankar

This mini-book is a compilation of advanced talks on Retrieval Augmented Generation (RAG) that were part of our AI Evals course.


The series features leading researchers who share state-of-the-art techniques for optimizing and evaluating RAG systems in applied settings. This book condenses over 5 hours of expert instruction into annotated presentations that allow you to quickly learnadvanced RAG techniques without watching hours of video.

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