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Become proficient in building AI applications with ChatGPT, DALL-E, and Whisper

Understand how to select the optimal ChatGPT model and fine-tune it for your specific use case

Monetize your applications by integrating the ChatGPT API with Stripe

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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.

Who is this book 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.

What you will learn

Develop a solid foundation in using the ChatGPT API for natural language processing tasks

Build, deploy, and capitalize on a variety of desktop and SaaS AI applications

Seamlessly integrate ChatGPT with established frameworks such as Flask, Django, and Microsoft Office APIs

Channel your creativity by integrating DALL-E APIs to produce stunning AI-generated art within your desktop applications

Experience the power of Whisper API's speech recognition and text-to-speech features

Discover techniques to optimize ChatGPT models through the process of fine-tuning

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Frequently bought together

50 Algorithms Every Programmer Should Know

£37.99

Building AI Applications with ChatGPT APIs

£33.99

Modern Generative AI with ChatGPT and OpenAI Models

£37.99

Total £ 109.97

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Anthony Cox Jan 19, 2024

As an AI enthusiast I consume books on AI, ML Ops and much more. Building AI Applications with ChatGPT APIs is undoubtedly a cutting edge book. However there are some interesting improvements that can be made to improve this amazing book. Thank you for having such a catalog of some of the most important and innovative books!!!!

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Kam F Siu Jan 30, 2024

Shanthababu Pandian Nov 05, 2023

Almost all industries are getting started working with OpenAI APIs and building their products to automate their jobs more efficiently. Of course, the tools ease processes, optimizing day-to-day activities and ultimately saving the overall cost and increasing productivity and profit margins.The author has informed well that this book is aimed at a diverse range of professionals to provide best practises, tips, and tricks to build applications using the ChatGPT API. It’s especially beneficial for those who want to integrate AI technology and web developers looking to create AI-powered web applications with ChatGPT.The author splits up the entire book into four parts for a better understanding of the reader's perspective.Part 1: Getting Started with OpenAI APIs: The author starts with the ChatGPT API basic understanding, API key, API tokens, and pricing and setting up the Python development environment. In Chapter 2, the author helps us to build applications as a first step to Building a ChatGPT Clone. The application will use the Flask framework with Python language and a sophisticated frontend interface for users to interact. Really, this is a good starting point for ChatGPT interactions using customized applications.Part 2: Building Web Applications with the ChatGPT API: After a detailed note on ChatGPT, the author helps learners build web applications and integrate them with ChatGPT using fabulous frameworks such as Django and Stripe.As a first step, the author created and deployed an AI-powered code bug-fixing SaaS application using Flask and the main objective of code error explanations and fixes to users, with appropriate steps building application using Flask, the ChatGPT API to generate explanations and solutions to code errors, designing a web interface to display the generated explanations and solutions and deploying an application to the Azure cloud platform and integrating an application with a WordPress, Payments with Stripe is absolutely fantastic.I am personally recommending that beginners must try this “Quiz Generation App with ChatGPT and Django” application. The author has already provided all the code and steps to implement in this book; I am sure they will get a clear idea of how to build Open AI-based applications. This would be a high credit for this book.Part 3: ChatGPT, DALL-E, and Whisper APIs for Desktop Apps Development: From Here, we have to focus on many things. The author pulls us to the edge of our seats to listen to each and every product that he is building for us to demonstrate is really millions worth of content, believe me.Each chapter is unique - Language Translation, Email Reply, Essay, PowerPoint Presentation Generator, Speech Recognition and Text-to-Speech are the height of the top demanding use cases and are power-pack gifts for readers with no questions in them. Over here, he brings impressive Open AI APIs - ChatGPT API, DALL-E API, Whisper API, Tkinter, and PyQt tools kits.Part 4: Advanced Concepts for Powering ChatGPT Apps: Whenever you develop any applications, we have to take into consideration significant factors such as finding the optimal model, unique attributes, fine-tuning, quality, prompt length and development cost, etc., Fine-Tuned Model Dataset Preparation, Building and Using the Fine-Tuned Model sub-topics must read.Overall … I can give 4.5/5.0 for this. Indeed, an extraordinary effort from the author is much appreciated.I am incredibly grateful to the author for all the use cases he handled, as this significantly impact the readers and updated them at different levels—no questions on that.-Shanthababu PandianArtificial Intelligence and Analytics | Cloud Data and ML Architect | Scrum MasterNational and International Speaker | Blogger |

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Gowtham Varma Bhupathiraju Jul 05, 2024

Building AI Applications with ChatGPT APIs" by Martin Yanev is a fantastic resource for developers eager to dive into AI development. The book is well-structured, guiding readers from the basics of ChatGPT to advanced applications using OpenAI's APIs. It offers clear instructions and practical projects, making complex concepts accessible. The integration of multiple APIs, like DALL-E and Whisper, is particularly impressive. Yanev's expertise shines through, and the included GitHub repository is a great bonus. Highly recommended for both beginners and experienced developers looking to enhance their AI skills.

Sai Kaushik Soma Feb 16, 2024

"Building AI Applications with ChatGPT APIs" by Martin Yanev embarks readers on a journey to enhance their application development skills through a series of engaging projects utilizing ChatGPT, DALL-E, and Whisper APIs. The book begins by introducing developers about API's capabilities and its integration into various applications, from chatbots to AI-driven content creation, demonstrating the versatility and power of integrating ChatGPT OpenAI API into practical solutions.Seamlessly, it guides readers through the intricacies of integrating the ChatGPT API with diverse tools and frameworks, such as Flask, Django, and Microsoft Office APIs. This hands-on approach not only covers mastering NLP tasks, speech recognition, and AI-generated art but also emphasizes the critical process of selecting the right ChatGPT model and fine-tuning it for specific applications. Step-by-step projects, complemented by practical examples available on GitHub, ensure a deep understanding of leveraging these technologies effectively.Conclusively, the book's comprehensive nature and practical guidance make it an indispensable resource for programmers, entrepreneurs, and software enthusiasts exploring AI in application development. Specifically for beginners, the projects lay a solid practical foundation, enabling them to apply ChatGPT, DALL-E, and Whisper APIs in real-world scenarios. This hands-on experience is invaluable, fostering their skills and creativity in AI technologies, making it a highly recommended read for those keen on diving into AI-powered innovation.

Building AI Applications with ChatGPT APIs: Master ChatGPT, Whisper, and DALL-E APIs by building ten innovative AI projects

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