The Essence of LLMs / RAG / AI Agents by Yutaka Sakurai (.ePUB)
File Size: 32.9 MB
The Essence of LLMs / RAG / AI Agents [Illustrated] – A Deep Dive in One Book: Visualize the full picture and core concepts at a glance – the fastest path to the heart of modern AI by Yutaka Sakurai
Requirements: .ePUB reader, 32.9 MB
Overview: Understand modern AI at a glance. From LLMs and RAG to the future of AI Agents—visualized. The world of AI is evolving at breathtaking speed. Large Language Models (LLMs), Retrieval-Augmented Generation (RAG), and AI Agents are reshaping how software thinks, reasons, and acts—but their inner workings are often hidden behind dense explanations and fragmented information. This illustrated book offers a clear, visual pathway to the heart of modern AI. The Essence of LLMs / RAG / AI Agents [Illustrated] is the visual successor to the original Deep Dive in One Book. While the first edition focused on rigorous, point-by-point explanations, this volume takes a different approach: it lets you see the full structure first—then understand it. Early LLMs struggled with structured data such as Excel spreadsheets. Today, however, models are trained on a wide range of structured formats—including CSV, JSON, HTML tables, and Markdown tables—greatly improving their ability to recognize and interpret such patterns. In addition, when necessary, they can process data programmatically using code such as Python.
Genre: Non-Fiction > Tech & Devices
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