Retrieval-Augmented Generation (RAG)

Learn how to add your own proprietary data to a pre-trained LLM using a prompt-based technique called Retrieval-Augmented Generation

Beatriz Stollnitz
Towards Data Science
21 min readSep 29, 2023

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Photo by Joshua Sortino on Unsplash

Introduction

Large Language Models (LLMs) know a lot about the world, but they don’t know everything. Since training these models takes a long time, the…

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Bea Stollnitz is a principal developer advocate at Microsoft, focusing on Azure OpenAI, Azure ML, and other AI/ML technologies.