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Practical Generative AI with ChatGPT

Practical Generative AI with ChatGPT - Second Edition

By : Valentina Alto
4 (1)
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Practical Generative AI with ChatGPT

Practical Generative AI with ChatGPT

4 (1)
By: Valentina Alto

Overview of this book

Practical Generative AI with ChatGPT is your hands-on guide to unlocking the full potential of ChatGPT. From building AI assistants and mastering prompt engineering to analyzing documents and images and even generating code, this book equips you with the skills to integrate generative AI into your workflow. Written by a technical architect specializing in AI and intelligent applications, this book provides the tools and knowledge you need to streamline tasks, enhance productivity, and create intelligent solutions. You’ll learn how to craft precise prompts, leverage ChatGPT for daily efficiency, and develop custom AI assistants tailored to your needs. The chapters show you how to use ChatGPT’s multimodal capabilities to generate images with DALL·E and even transform images into code. This ChatGPT book goes beyond basic interactions by showing you how to design custom GPTs and integrate OpenAI’s APIs into your applications. You’ll explore how businesses use OpenAI models, from building AI applications, including semantic search, to creating an AI roadmap. Each chapter is packed with practical examples, ensuring you can apply the techniques right away. By the end of this book, you’ll be well equipped to leverage OpenAI's technology for competitive advantage.
Table of Contents (18 chapters)
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Lock Free Chapter
1
Fundamentals of Generative AI and OpenAI
4
ChatGPT in Action
12
OpenAI for Enterprises
15
Other Books You May Enjoy
16
Index

Introducing the public cloud: Azure OpenAI

In 2016, OpenAI agreed to leverage Microsoft’s Azure cloud infrastructure to run its AI experiments, which led, in 2019, to a $1 billion investment from the tech giant into Sam Altman’s company (https://newupercomputing-technologies/).

This marked the beginning of a strategic partnership between the two companies, aiming at developing AI models and technologies that can be used for the benefit of humanity. This partnership is based on the following three main pillars:

  • Microsoft and OpenAI will jointly build new Azure supercomputing infrastructure to train AI models.
  • OpenAI will make its models and technologies consumable from the Azure cloud.
  • Microsoft will become OpenAI’s preferred partner for commercializing new AI solutions to the market.

Since then, the two companies kept investing and researching, and finally, in January 2023, OpenAI models were made available on Microsoft Azure...

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