Search icon CANCEL
Subscription
0
Cart icon
Your Cart (0 item)
Close icon
You have no products in your basket yet
Save more on your purchases! discount-offer-chevron-icon
Savings automatically calculated. No voucher code required.
Arrow left icon
Explore Products
Best Sellers
New Releases
Books
Videos
Audiobooks
Learning Hub
Newsletter Hub
Free Learning
Arrow right icon
timer SALE ENDS IN
0 Days
:
00 Hours
:
00 Minutes
:
00 Seconds
Building AI Applications with ChatGPT APIs
Building AI Applications with ChatGPT APIs

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

Arrow left icon
Profile Icon Martin Yanev
Arrow right icon
$19.99 per month
Full star icon Full star icon Full star icon Full star icon Half star icon 4.4 (24 Ratings)
Paperback Sep 2023 258 pages 1st Edition
eBook
$31.99 $35.99
Paperback
$44.99
Subscription
Free Trial
Renews at $19.99p/m
Arrow left icon
Profile Icon Martin Yanev
Arrow right icon
$19.99 per month
Full star icon Full star icon Full star icon Full star icon Half star icon 4.4 (24 Ratings)
Paperback Sep 2023 258 pages 1st Edition
eBook
$31.99 $35.99
Paperback
$44.99
Subscription
Free Trial
Renews at $19.99p/m
eBook
$31.99 $35.99
Paperback
$44.99
Subscription
Free Trial
Renews at $19.99p/m

What do you get with a Packt Subscription?

Free for first 7 days. $19.99 p/m after that. Cancel any time!
Product feature icon Unlimited ad-free access to the largest independent learning library in tech. Access this title and thousands more!
Product feature icon 50+ new titles added per month, including many first-to-market concepts and exclusive early access to books as they are being written.
Product feature icon Innovative learning tools, including AI book assistants, code context explainers, and text-to-speech.
Product feature icon Thousands of reference materials covering every tech concept you need to stay up to date.
Subscribe now
View plans & pricing
Table of content icon View table of contents Preview book icon Preview Book

Building AI Applications with ChatGPT APIs

Part 1:Getting Started with OpenAI APIs

In the first part, encompassing two chapters, the focus is on providing a comprehensive overview of ChatGPT and its significance for natural language processing (NLP). We will discuss the fundamentals of ChatGPT, exploring its impact and usage in web applications, as well as introducing readers to the ChatGPT API. This part demonstrates the process of building a ChatGPT clone, which is a chatbot that utilizes OpenAI’s language model to generate human-like responses to user input. The application will be built using Flask, a lightweight web framework for Python.

This part has the following chapters:

  • Chapter 1, Beginning with the ChatGPT API for NLP Tasks
  • Chapter 2, Building a ChatGPT Clone
Left arrow icon Right arrow icon
Download code icon Download Code

Key benefits

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

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

Product Details

Country selected
Publication date, Length, Edition, Language, ISBN-13
Publication date : Sep 21, 2023
Length: 258 pages
Edition : 1st
Language : English
ISBN-13 : 9781805127567
Vendor :
OpenAI
Category :
Concepts :
Tools :

What do you get with a Packt Subscription?

Free for first 7 days. $19.99 p/m after that. Cancel any time!
Product feature icon Unlimited ad-free access to the largest independent learning library in tech. Access this title and thousands more!
Product feature icon 50+ new titles added per month, including many first-to-market concepts and exclusive early access to books as they are being written.
Product feature icon Innovative learning tools, including AI book assistants, code context explainers, and text-to-speech.
Product feature icon Thousands of reference materials covering every tech concept you need to stay up to date.
Subscribe now
View plans & pricing

Product Details

Publication date : Sep 21, 2023
Length: 258 pages
Edition : 1st
Language : English
ISBN-13 : 9781805127567
Vendor :
OpenAI
Category :
Concepts :
Tools :

Packt Subscriptions

See our plans and pricing
Modal Close icon
$19.99 billed monthly
Feature tick icon Unlimited access to Packt's library of 7,000+ practical books and videos
Feature tick icon Constantly refreshed with 50+ new titles a month
Feature tick icon Exclusive Early access to books as they're written
Feature tick icon Solve problems while you work with advanced search and reference features
Feature tick icon Offline reading on the mobile app
Feature tick icon Simple pricing, no contract
$199.99 billed annually
Feature tick icon Unlimited access to Packt's library of 7,000+ practical books and videos
Feature tick icon Constantly refreshed with 50+ new titles a month
Feature tick icon Exclusive Early access to books as they're written
Feature tick icon Solve problems while you work with advanced search and reference features
Feature tick icon Offline reading on the mobile app
Feature tick icon Choose a DRM-free eBook or Video every month to keep
Feature tick icon PLUS own as many other DRM-free eBooks or Videos as you like for just $5 each
Feature tick icon Exclusive print discounts
$279.99 billed in 18 months
Feature tick icon Unlimited access to Packt's library of 7,000+ practical books and videos
Feature tick icon Constantly refreshed with 50+ new titles a month
Feature tick icon Exclusive Early access to books as they're written
Feature tick icon Solve problems while you work with advanced search and reference features
Feature tick icon Offline reading on the mobile app
Feature tick icon Choose a DRM-free eBook or Video every month to keep
Feature tick icon PLUS own as many other DRM-free eBooks or Videos as you like for just $5 each
Feature tick icon Exclusive print discounts

Frequently bought together


Stars icon
Total $ 144.97
50 Algorithms Every Programmer Should Know
$49.99
Building AI Applications with ChatGPT APIs
$44.99
Modern Generative AI with ChatGPT and OpenAI Models
$49.99
Total $ 144.97 Stars icon

Table of Contents

18 Chapters
Part 1:Getting Started with OpenAI APIs Chevron down icon Chevron up icon
Chapter 1: Beginning with the ChatGPT API for NLP Tasks Chevron down icon Chevron up icon
Chapter 2: Building a ChatGPT Clone Chevron down icon Chevron up icon
Part 2: Building Web Applications with the ChatGPT API Chevron down icon Chevron up icon
Chapter 3: Creating and Deploying an AI Code Bug Fixing SaaS Application Using Flask Chevron down icon Chevron up icon
Chapter 4: Integrating the Code Bug Fixer Application with a Payment Service Chevron down icon Chevron up icon
Chapter 5: Quiz Generation App with ChatGPT and Django Chevron down icon Chevron up icon
Part 3: The ChatGPT, DALL-E, and Whisper APIs for Desktop Apps Development Chevron down icon Chevron up icon
Chapter 6: Language Translation Desktop App with the ChatGPT API and Microsoft Word Chevron down icon Chevron up icon
Chapter 7: Building an Outlook Email Reply Generator Chevron down icon Chevron up icon
Chapter 8: Essay Generation Tool with PyQt and the ChatGPT API Chevron down icon Chevron up icon
Chapter 9: Integrating ChatGPT and DALL-E API: Build End-to-End PowerPoint Presentation Generator Chevron down icon Chevron up icon
Chapter 10: Speech Recognition and Text-to-Speech with the Whisper API Chevron down icon Chevron up icon
Part 4:Advanced Concepts for Powering ChatGPT Apps Chevron down icon Chevron up icon
Chapter 11: Choosing the Right ChatGPT API Model Chevron down icon Chevron up icon
Chapter 12: Fine-Tuning ChatGPT to Create Unique API Models Chevron down icon Chevron up icon
Index Chevron down icon Chevron up icon
Other Books You May Enjoy Chevron down icon Chevron up icon

Customer reviews

Top Reviews
Rating distribution
Full star icon Full star icon Full star icon Full star icon Half star icon 4.4
(24 Ratings)
5 star 62.5%
4 star 20.8%
3 star 12.5%
2 star 4.2%
1 star 0%
Filter icon Filter
Top Reviews

Filter reviews by




Lin Apr 02, 2024
Full star icon Full star icon Full star icon Full star icon Full star icon 5
Great book. The book explain how to customize own GPT but there is no how to deploy it to GPT store
Subscriber review Packt
Abhijit Nov 09, 2023
Full star icon Full star icon Full star icon Full star icon Full star icon 5
I enjoyed going through this book wavered around, "Buliding Web Apps from Chat GPT/Open AI APIs". Here I am sharing few of my relevant reviews:1. This is a comprehensive developer's companion going into details of tapping the offerings of OpenAI into a developer's desktop.2. The book implements typical lifecycle of Application Development starting right from setting up a custom environment in Pycharm.3. In subsequent chapters the book has followed an evolving structured approach of building a 2-tier web app with a Python backend and a web-enabled frontend.4. The book illustrates building an AI powered Saas bug-fixer application with the same generic architecture described above. It provides a detailed walktrough of key code blocks. Finally it illustrates the steps to deploy the application on free tier Azure cloud.The same approach of following a generic architecture is followed to llustrate the integration of a Payment Gateway from Stripe into your applayer, followed by building another project related to Quiz generation.5. In later part the author go beyond ChatGPT API and include DALL-E and Whisper APIs to build more generic projects covering Language Translator, Email Reply generator, Essay Generator, Power point slide generator and text to speech transcriber.
Amazon Verified review Amazon
tt0507 Oct 25, 2023
Full star icon Full star icon Full star icon Full star icon Full star icon 5
This book serves as an introduction for anyone wanting to master ChatGPT and its applications. The book will be useful for both beginners and experienced programmers, but anyone who knows how to program and make the most out of this book. The book offers many projects where each covers something a bit different (Microsoft Office API, integration into web frameworks such as Django and Flask, and using DALL-E APIs). Readers will also be introduced to techniques to optimize ChatGPT by fine-tuning the models for more specific needs. Overall, the book serves as a great manual for AI and NLP applications.
Amazon Verified review Amazon
wpl Dec 19, 2023
Full star icon Full star icon Full star icon Full star icon Full star icon 5
In a world where practical knowledge reigns supreme, this book emerges as a treasure trove of real-world applications. Each of the ten examples provided within its pages is not only meticulously described but also immensely relevant and actionable. This is not a book of theoretical musings; it's a guide to tangible, practical solutions.What sets this book apart is the ease with which the reader can implement these examples. I personally tried several of them, and to my delight, they worked flawlessly with minimal adjustments. This speaks volumes about the author's understanding of current trends and requirements. Although some of the APIs mentioned are a bit dated, their conversion to their updated versions is quite straightforward. In my experience, even a simple consultation with ChatGPT was enough to bridge this gap, underscoring the book's adaptability in a rapidly evolving tech landscape.The efficiency of this book is remarkable. Despite spending a relatively short amount of time with it, the return on investment, in terms of knowledge and practical skills, was substantial. I feel a deep sense of gratitude towards the author, not only for compiling such a useful resource but also for making it so accessible and easy to understand. Writing this review is as much an expression of my appreciation as it is a recommendation for others to benefit from this excellent work.In conclusion, whether you're a seasoned professional or a curious novice, this book is a must-read. It offers clear, concise, and highly applicable knowledge that can be effortlessly integrated into your work or personal projects. A sincere thanks to the author for sharing such valuable insights with the world.
Amazon Verified review Amazon
Shanthababu Pandian Nov 05, 2023
Full star icon Full star icon Full star icon Full star icon Full star icon 5
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 |
Amazon Verified review Amazon
Get free access to Packt library with over 7500+ books and video courses for 7 days!
Start Free Trial

FAQs

What is included in a Packt subscription? Chevron down icon Chevron up icon

A subscription provides you with full access to view all Packt and licnesed content online, this includes exclusive access to Early Access titles. Depending on the tier chosen you can also earn credits and discounts to use for owning content

How can I cancel my subscription? Chevron down icon Chevron up icon

To cancel your subscription with us simply go to the account page - found in the top right of the page or at https://subscription.packtpub.com/my-account/subscription - From here you will see the ‘cancel subscription’ button in the grey box with your subscription information in.

What are credits? Chevron down icon Chevron up icon

Credits can be earned from reading 40 section of any title within the payment cycle - a month starting from the day of subscription payment. You also earn a Credit every month if you subscribe to our annual or 18 month plans. Credits can be used to buy books DRM free, the same way that you would pay for a book. Your credits can be found in the subscription homepage - subscription.packtpub.com - clicking on ‘the my’ library dropdown and selecting ‘credits’.

What happens if an Early Access Course is cancelled? Chevron down icon Chevron up icon

Projects are rarely cancelled, but sometimes it's unavoidable. If an Early Access course is cancelled or excessively delayed, you can exchange your purchase for another course. For further details, please contact us here.

Where can I send feedback about an Early Access title? Chevron down icon Chevron up icon

If you have any feedback about the product you're reading, or Early Access in general, then please fill out a contact form here and we'll make sure the feedback gets to the right team. 

Can I download the code files for Early Access titles? Chevron down icon Chevron up icon

We try to ensure that all books in Early Access have code available to use, download, and fork on GitHub. This helps us be more agile in the development of the book, and helps keep the often changing code base of new versions and new technologies as up to date as possible. Unfortunately, however, there will be rare cases when it is not possible for us to have downloadable code samples available until publication.

When we publish the book, the code files will also be available to download from the Packt website.

How accurate is the publication date? Chevron down icon Chevron up icon

The publication date is as accurate as we can be at any point in the project. Unfortunately, delays can happen. Often those delays are out of our control, such as changes to the technology code base or delays in the tech release. We do our best to give you an accurate estimate of the publication date at any given time, and as more chapters are delivered, the more accurate the delivery date will become.

How will I know when new chapters are ready? Chevron down icon Chevron up icon

We'll let you know every time there has been an update to a course that you've bought in Early Access. You'll get an email to let you know there has been a new chapter, or a change to a previous chapter. The new chapters are automatically added to your account, so you can also check back there any time you're ready and download or read them online.

I am a Packt subscriber, do I get Early Access? Chevron down icon Chevron up icon

Yes, all Early Access content is fully available through your subscription. You will need to have a paid for or active trial subscription in order to access all titles.

How is Early Access delivered? Chevron down icon Chevron up icon

Early Access is currently only available as a PDF or through our online reader. As we make changes or add new chapters, the files in your Packt account will be updated so you can download them again or view them online immediately.

How do I buy Early Access content? Chevron down icon Chevron up icon

Early Access is a way of us getting our content to you quicker, but the method of buying the Early Access course is still the same. Just find the course you want to buy, go through the check-out steps, and you’ll get a confirmation email from us with information and a link to the relevant Early Access courses.

What is Early Access? Chevron down icon Chevron up icon

Keeping up to date with the latest technology is difficult; new versions, new frameworks, new techniques. This feature gives you a head-start to our content, as it's being created. With Early Access you'll receive each chapter as it's written, and get regular updates throughout the product's development, as well as the final course as soon as it's ready.We created Early Access as a means of giving you the information you need, as soon as it's available. As we go through the process of developing a course, 99% of it can be ready but we can't publish until that last 1% falls in to place. Early Access helps to unlock the potential of our content early, to help you start your learning when you need it most. You not only get access to every chapter as it's delivered, edited, and updated, but you'll also get the finalized, DRM-free product to download in any format you want when it's published. As a member of Packt, you'll also be eligible for our exclusive offers, including a free course every day, and discounts on new and popular titles.

Modal Close icon
Modal Close icon