Unveiling AI techniques

Retrieval-Augmented Generation (RAG): A Short Introduction

Armin Norouzi, Ph.D
Artificial Corner
4 min readSep 12, 2023

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Dive into the essence of RAG in AI: a tool amplifying data richness & optimizing outcomes by connecting AI models to vast data resources.

source: https://www.ml6.eu/blogpost/leveraging-llms-on-your-domain-specific-knowledge-base

Introduction

Artificial intelligence is ever-evolving, with new advancements catching the eye of tech aficionados and developers. Retrieval-Augmented Generation, or RAG, stands out as one such marvel. So, what’s the buzz around RAG? Let’s embark on a journey to unravel the essence of RAG and its implications in the AI spectrum.

Before starting, if you want to learn more about data science and generative AI, I suggest checking out my other posts using the below lists:

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Now, let’s get started!

Decoding RAG

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