Unlocking Data with Generative AI and RAG

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What Is Retrieval-Augmented Generation (RAG)

The field of artificial intelligence (AI) is rapidly evolving. At the center of it all is generative AI. At the center of generative AI is retrieval-augmented generation (RAG). RAG is emerging as a significant addition to the generative AI toolkit, harnessing the intelligence and text generation capabilities of large language models (LLMs) and integrating them with a company’s internal data. This offers a method to enhance organizational operations significantly. This book focuses on numerous aspects of RAG, examining its role in augmenting the capabilities of LLMs and leveraging internal corporate data for strategic advantage.

As this book progresses, we will outline the potential of RAG in the ...