Building AI Applications with OpenAI APIs: Leverage ChatGPT, Whisper, and DALL-E

The Nile on eBay   Building AI Applications with OpenAI APIs by Martin Yanev

Improve your app development skills by building a ChatGPT clone, code bug fixer, quiz generator, translation app, email auto-reply, PowerPoint generator, and moreKey FeaturesTransition into an expert AI developer by mastering ChatGPT concepts, including fine-tuning and integrationsGain hands-on experience through real-world projects covering a wide range of AI applicationsImplement payment systems in your applications by integrating the ChatGPT API with StripePurchase of the print or Kindle book includes a free PDF eBookBook DescriptionUnlock the power of AI in your applications with ChatGPT with this practical guide that shows you how to seamlessly integrate OpenAI APIs into your projects, enabling you to navigate complex APIs and ensure seamless functionality with ease.This new edition is updated with key topics such as OpenAI Embeddings, which'll help you understand the semantic relationships between words and phrases. You'll find out how to use ChatGPT, Whisper, and DALL-E APIs through 10 AI projects using the latest OpenAI models, GPT-3.5, and GPT-4, with Visual Studio Code as the IDE. Within these projects, you'll integrate ChatGPT with frameworks and tools such as Flask, Django, Microsoft Office APIs, and PyQt. You'll get to grips with NLP tasks, build a ChatGPT clone, and create an AI code bug-fixing SaaS app. The chapters will also take you through speech recognition, text-to-speech capabilities, language translation, generating email replies, creating PowerPoint presentations, and fine-tuning ChatGPT, along with adding payment methods by integrating the ChatGPT API with Stripe.By the end of this book, you'll be able to develop, deploy, and monetize your own groundbreaking applications by harnessing the full potential of ChatGPT APIs.What you will learnDevelop a solid foundation in using the OpenAI API for NLP tasksBuild, deploy, and integrate payments into various desktop and SaaS AI applicationsIntegrate ChatGPT with frameworks such as Flask, Django, and Microsoft Office APIsUnleash your creativity by integrating DALL-E APIs to generate stunning AI art within your desktop appsExperience the power of Whisper API's speech recognition and text-to-speech featuresFind out how to fine-tune ChatGPT models for your specific use caseMaster AI embeddings to measure the relatedness of text stringsWho this book is forThis book is for a diverse range of professionals, including programmers, entrepreneurs, and software enthusiasts. Beginner programmers, Python developers exploring AI applications with ChatGPT, software developers integrating AI technology, and web developers creating AI-powered web applications with ChatGPT will find this book beneficial. Scholars and researchers working on AI projects with ChatGPT will also find it valuable. Basic knowledge of Python and familiarity with APIs is needed to understand the topics covered in this book.

FORMATPaperback CONDITIONBrand New Author Biography

Martin Yanev is a highly accomplished software engineer with a wealth of expertise spanning diverse industries, including aerospace and medical technology. With an illustrious career of over eight years, Martin has carved a niche for himself in developing and seamlessly integrating cutting-edge software solutions for critical domains such as air traffic control and chromatography systems.Renowned as an esteemed instructor and a computer science professor at Fitchburg State University, Martin has empowered an impressive global community of over 280,000 students. His instructional prowess shines through as he imparts knowledge and guidance, leveraging his extensive proficiency in frameworks such as Flask, Django, pytest, and TensorFlow. Possessing a deep understanding of the complete spectrum of OpenAI APIs, Martin exhibits mastery in constructing, training, and fine-tuning AI systems.Martin's commitment to excellence is exemplified by his dual master's degrees in aerospace systems and software engineering. This remarkable academic achievement underscores his unwavering dedication to both the practical and theoretical facets of the industry. With his exceptional track record and multifaceted skill set, Martin continues to propel innovation and drive transformative advancements in the ever-evolving landscape of software engineering.

Table of Contents

Table of ContentsGetting Started with the ChatGPT API for NLP TasksBuilding a ChatGPT CloneCreating and Deploying a Code Bug-Fixing Application Using FlaskIntegrating the Code Bug-Fixing Application with a Payment ServiceQuiz Generation App with ChatGPT and DjangoLanguage Translation Desktop App with the ChatGPT API and Microsoft WordBuilding an Outlook Email Reply GeneratorEssay Generation Tool with PyQt and the ChatGPT API Integrating the ChatGPT and DALL-E APIs: Building an End-to-End PowerPoint Presentation GeneratorSpeech Recognition and Text-to-Speech with the Whisper APIChoosing the Right ChatGPT API ModelFine-Tuning ChatGPT to Create Unique API Models

Details ISBN1835884008 Author Martin Yanev Publisher Packt Publishing Limited Edition Description 2nd Revised edition Year 2024 Edition 2nd ISBN-13 9781835884003 Format Paperback Imprint Packt Publishing Limited Subtitle Leverage ChatGPT, Whisper, and DALL-E APIs to build 10 innovative AI projects Place of Publication Birmingham Country of Publication United Kingdom Replaces 9781805127567 Audience General Pages 252 Publication Date 2024-10-04 UK Release Date 2024-10-04 We've got this

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