A Practitioners Guide to Retrieval Augmented Generation (RAG)

How basic techniques can be used to build powerful applications with LLMs…

Cameron R. Wolfe, Ph.D.
Towards Data Science
27 min readMar 26, 2024

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(Photo by Matthew Dockery on Unsplash)

The recent surge of interest in generative AI has led to a proliferation of AI assistants that can be used to solve a variety of tasks, including anything from shopping for products to searching for relevant information. All of these…

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