Key FeaturesBecome proficient in building AI applications with ChatGPT, DALL-E, and WhisperUnderstand how to select the optimal ChatGPT model and fine-tune it for your specific use caseMonetize your applications by integrating the ChatGPT API with StripePurchase of the print or Kindle book includes a free PDF eBookBook Description
Combining ChatGPT APIs with Python opens doors to building extraordinary AI applications. By leveraging these APIs, you can focus on the application logic and user experience, while ChatGPT's robust NLP capabilities handle the intricacies of human-like text understanding and generation.
This book is a guide for beginners to master the ChatGPT, Whisper, and DALL-E APIs by building ten innovative AI projects. These projects offer practical experience in integrating ChatGPT with frameworks and tools such as Flask, Django, Microsoft Office APIs, and PyQt.
Throughout this book, you'll get to grips with performing NLP tasks, building a ChatGPT clone, and creating an AI-driven code bug fixing SaaS application. You'll also cover speech recognition, text-to-speech functionalities, language translation, and generation of email replies and PowerPoint presentations. This book teaches you how to fine-tune ChatGPT and generate AI art using DALL-E APIs, and then offers insights into selling your apps by integrating ChatGPT API with Stripe. With practical examples available on GitHub, the book gradually progresses from easy to advanced topics, cultivating the expertise required 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 ChatGPT API for natural language processing tasksBuild, deploy, and capitalize on a variety of desktop and SaaS AI applicationsSeamlessly integrate ChatGPT with established frameworks such as Flask, Django, and Microsoft Office APIsChannel your creativity by integrating DALL-E APIs to produce stunning AI-generated art within your desktop applicationsExperience the power of Whisper API's speech recognition and text-to-speech featuresDiscover techniques to optimize ChatGPT models through the process of fine-tuningWho this book is for
With best practices, tips, and tricks for building applications using the ChatGPT API, this book is for programmers, entrepreneurs, and software enthusiasts. Python developers interested in AI applications involving ChatGPT, software developers who want to integrate AI technology, and web developers looking to create AI-powered web applications with ChatGPT will also find this book useful. A fundamental understanding of Python programming and experience of working with APIs will help you make the most of this book.
Table of ContentsBeginning with ChatGPT API for NLP TasksBuilding a ChatGPT CloneCreating and Deploying an AI Code Bug Fixing SaaS Application Using FlaskIntegrating the AI Code Bug Fixing Application with a Payment ServiceQuiz Generation App with ChatGPT and DjangoLanguage Translation Desktop App with ChatGPT API and Microsoft WordBuilding an Outlook Email Reply GeneratorEssay Generation Tool with PyQt and ChatGPT APIIntegrating ChatGPT and DALL-E API: Build End-to-End PowerPoint Presentation GeneratorSpeech Recognition and Text-to-Speech with Whisper APIChoosing the Right ChatGPT API ModelChatGPT Fine-tuning and Integrations