Ultimate Azure AI Services for Gen AI Solutions : Build Advanced Gen AI Solutions with Azure OpenAI, LangChain and Vector Databases to Enhance Efficiency, and Revolutionize Enterprise Operations (English Edition).

Format:

Book

Author/Creator:

Pandian, Shanthababu.

Language:

English

Subjects (All):

Distributed artificial intelligence.

Logo language.

Physical Description:

1 online resource (226 pages)

Edition:

1st ed.

Place of Publication:

Delhi : Orange Education PVT Ltd, 2025.

Summary:

Azure OpenAI provides unparalleled access to cutting-edge AI models, empowering enterprises to innovate, automate, and drive transformative business outcomes at scale. Ultimate Azure AI Services for Gen AI Solutions is your gateway to mastering Azure OpenAI and Azure AI services. Whether you're just starting out or looking to refine your skills, this book covers everything from foundational concepts to advanced techniques. Dive into topics like Large Language Models (LLMs), LangChain, vector databases, embeddings, and Python programming, with a focus on key Azure components such as Storage, Search Services, Azure OpenAI Studio, and Prompt Flow. Through step-by-step hands-on examples, you'll gain practical insights into the power of prompt engineering, advanced features of Azure's AI capabilities, and how to implement solutions in language, speech, and vision. You'll also explore ethical AI practices, ensuring responsible and impactful AI development. This book equips you with the skills to navigate the full Generative AI lifecycle--from development to deployment--ensuring your enterprise stays ahead in this fast-paced field. Don't miss your chance to transform your business with Azure's revolutionary AI tools--start building the future today!.

Contents:

Cover Page

Title Page

Copyright Page

Dedication Page

About the Author

About the Technical Reviewers

Preface

Get a Free eBook

Errata

Table of Contents

1. Introduction to Generative AI

Introduction

Structure

Introduction to Generative AI

Evolution of Gen AI

Gen AI - Transformer Architecture

Components of Transformer Architecture

ENCODER

DECODER

Gen AI versus Classical AIML

Machine Learning

Generative AI

Gen AI’s Drawbacks

Foundation Models

Large Language Model (LLM)

How Industries Get Benefits out of Gen AI

Gen AI Ethics and High-Level Security

Ethical Considerations Factors

Conclusion

2. Exploring LLMs and Its Capabilities Generated by AI.

Notes:

Description based on publisher supplied metadata and other sources.

Part of the metadata in this record was created by AI, based on the text of the resource.

ISBN:

93-481-0731-3

93-481-0746-1

OCLC:

1569118975