Modern Generative AI with ChatGPT and OpenAI Models: Leverage the capabilities of OpenAI's LLM for productivity and innovation with GPT3 and GPT4 - Softcover

Alto, Valentina

Softcover

ISBN 10: 1805123335 ISBN 13: 9781805123330

Verlag: Packt Publishing, 2023

Inhaltsangabe

Harness the power of AI with innovative, real-world applications, and unprecedented productivity boosts, powered by the latest advancements in AI technology like ChatGPT and OpenAI

Purchase of the print or Kindle book includes a free PDF eBook

Key Features

• Explore the theory behind generative AI models and the road to GPT3 and GPT4
• Become familiar with ChatGPT's applications to boost everyday productivity
• Learn to embed OpenAI models into applications using lightweight frameworks like LangChain

Book Description

Generative AI models and AI language models are becoming increasingly popular due to their unparalleled capabilities. This book will provide you with insights into the inner workings of the LLMs and guide you through creating your own language models. You'll start with an introduction to the field of generative AI, helping you understand how these models are trained to generate new data.

Next, you'll explore use cases where ChatGPT can boost productivity and enhance creativity. You'll learn how to get the best from your ChatGPT interactions by improving your prompt design and leveraging zero, one, and few-shots learning capabilities. The use cases are divided into clusters of marketers, researchers, and developers, which will help you apply what you learn in this book to your own challenges faster.

You'll also discover enterprise-level scenarios that leverage OpenAI models' APIs available on Azure infrastructure; both generative models like GPT-3 and embedding models like Ada. For each scenario, you'll find an end-to-end implementation with Python, using Streamlit as the frontend and the LangChain SDK to facilitate models' integration into your applications.

By the end of this book, you'll be well equipped to use the generative AI field and start using ChatGPT and OpenAI models' APIs in your own projects.

What you will learn

• Understand generative AI concepts from basic to intermediate level
• Focus on the GPT architecture for generative AI models
• Maximize ChatGPT's value with an effective prompt design
• Explore applications and use cases of ChatGPT
• Use OpenAI models and features via API calls
• Build and deploy generative AI systems with Python
• Leverage Azure infrastructure for enterprise-level use cases
• Ensure responsible AI and ethics in generative AI systems

Who this book is for

This book is for individuals interested in boosting their daily productivity; businesspersons looking to dive deeper into real-world applications to empower their organizations; data scientists and developers trying to identify ways to boost ML models and code; marketers and researchers seeking to leverage use cases in their domain – all by using Chat GPT and OpenAI Models.

A basic understanding of Python is required; however, the book provides theoretical descriptions alongside sections with code so that the reader can learn the concrete use case application without running the scripts.

Table of Contents

1. Introduction to Generative AI
2. OpenAI and ChatGPT – Beyond the Market Hype
3. Getting Familiar with ChatGPT
4. Understanding Prompt Design
5. Boosting Day-to-Day Productivity with ChatGPT
6. Developing the Future with ChatGPT
7. Mastering Marketing with ChatGPT
8. Research Reinvented with ChatGPT
9. OpenAI and ChatGPT for Enterprises – Introducing Azure OpenAI
10. Trending Use Cases for Enterprises
11. Epilogue and Final Thoughts

Über diesen Titel

Über die Autorin bzw. den Autor

Valentina Alto is a technical architect specializing in AI and intelligent apps at Microsoft Innovation Hub in Dubai. During her tenure at Microsoft, she covered different roles as a solution specialist, focusing on data, AI, and applications workloads within the manufacturing, pharmaceutical, and retail industries and driving customers' digital transformations in the era of AI. Valentina is an active tech author and speaker who contributes to books, articles, and events on AI and machine learning. Over the past two years, Valentina has published two books on generative AI and large language models, further establishing her expertise in the field.

Details zur Ausgabe

• Verlag: Packt Publishing
• Erscheinungsdatum: 2023
• Sprache: Englisch
• ISBN 10: 1805123335
• ISBN 13: 9781805123330
• Einband: Taschenbuch
• Anzahl der Seiten: 286
• Kontakt zum Hersteller: Packt; https://www.packtpub.com/; ; 2nd Floor, 35 Livery Street; Birmingham; B32PB; Vereinigtes Königreich
• Verantwortliche Person: Buchbär; info@buchbaer.de; ; Weberstr. 67; Osnabrück; 49084; Deutschland