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

Estimated delivery fee Deliver to Canada

Economy delivery 10 - 13 business days

Can$24.95

What do you get with Print?

Instant access to your digital eBook copy whilst your Print order is Shipped

Paperback book shipped to your preferred address

Download this book in EPUB and PDF formats

Access this title in our online reader with advanced features

DRM FREE - Read whenever, wherever and however you want

AI Assistant (beta) to help accelerate your learning

Frequently bought together

Modern Generative AI with ChatGPT and OpenAI Models

Can$63.99

Can$56.99

50 Algorithms Every Programmer Should Know

Can$50.99 ~~Can$63.99~~

Total Can$ 171.97 184.97 13.00 saved

FAQs

What is the delivery time and cost of print book?

Shipping Details

USA:

Economy: Delivery to most addresses in the US within 10-15 business days

Premium: Trackable Delivery to most addresses in the US within 3-8 business days

UK:

Economy: Delivery to most addresses in the U.K. within 7-9 business days.
Shipments are not trackable

Premium: Trackable delivery to most addresses in the U.K. within 3-4 business days!
Add one extra business day for deliveries to Northern Ireland and Scottish Highlands and islands

EU:

Premium: Trackable delivery to most EU destinations within 4-9 business days.

Australia:

Economy: Can deliver to P. O. Boxes and private residences.
Trackable service with delivery to addresses in Australia only.
Delivery time ranges from 7-9 business days for VIC and 8-10 business days for Interstate metro
Delivery time is up to 15 business days for remote areas of WA, NT & QLD.

Premium: Delivery to addresses in Australia only
Trackable delivery to most P. O. Boxes and private residences in Australia within 4-5 days based on the distance to a destination following dispatch.

India:

Premium: Delivery to most Indian addresses within 5-6 business days

Rest of the World:

Premium: Countries in the American continent: Trackable delivery to most countries within 4-7 business days

Asia:

Premium: Delivery to most Asian addresses within 5-9 business days

Disclaimer:
All orders received before 5 PM U.K time would start printing from the next business day. So the estimated delivery times start from the next day as well. Orders received after 5 PM U.K time (in our internal systems) on a business day or anytime on the weekend will begin printing the second to next business day. For example, an order placed at 11 AM today will begin printing tomorrow, whereas an order placed at 9 PM tonight will begin printing the day after tomorrow.

Unfortunately, due to several restrictions, we are unable to ship to the following countries:

Afghanistan
American Samoa
Belarus
Brunei Darussalam
Central African Republic
The Democratic Republic of Congo
Eritrea
Guinea-bissau
Iran
Lebanon
Libiya Arab Jamahriya
Somalia
Sudan
Russian Federation
Syrian Arab Republic
Ukraine
Venezuela

What is custom duty/charge?

Customs duty are charges levied on goods when they cross international borders. It is a tax that is imposed on imported goods. These duties are charged by special authorities and bodies created by local governments and are meant to protect local industries, economies, and businesses.

Do I have to pay customs charges for the print book order?

The orders shipped to the countries that are listed under EU27 will not bear custom charges. They are paid by Packt as part of the order.

List of EU27 countries: www.gov.uk/eu-eea:

A custom duty or localized taxes may be applicable on the shipment and would be charged by the recipient country outside of the EU27 which should be paid by the customer and these duties are not included in the shipping charges been charged on the order.

How do I know my custom duty charges?

The amount of duty payable varies greatly depending on the imported goods, the country of origin and several other factors like the total invoice amount or dimensions like weight, and other such criteria applicable in your country.

For example:

If you live in Mexico, and the declared value of your ordered items is over $ 50, for you to receive a package, you will have to pay additional import tax of 19% which will be $ 9.50 to the courier service.
Whereas if you live in Turkey, and the declared value of your ordered items is over € 22, for you to receive a package, you will have to pay additional import tax of 18% which will be € 3.96 to the courier service.

How can I cancel my order?

Cancellation Policy for Published Printed Books:

You can cancel any order within 1 hour of placing the order. Simply contact customercare@packt.com with your order details or payment transaction id. If your order has already started the shipment process, we will do our best to stop it. However, if it is already on the way to you then when you receive it, you can contact us at customercare@packt.com using the returns and refund process.

Please understand that Packt Publishing cannot provide refunds or cancel any order except for the cases described in our Return Policy (i.e. Packt Publishing agrees to replace your printed book because it arrives damaged or material defect in book), Packt Publishing will not accept returns.

What is your returns and refunds policy?

Return Policy:

We want you to be happy with your purchase from Packtpub.com. We will not hassle you with returning print books to us. If the print book you receive from us is incorrect, damaged, doesn't work or is unacceptably late, please contact Customer Relations Team on customercare@packt.com with the order number and issue details as explained below:

If you ordered (eBook, Video or Print Book) incorrectly or accidentally, please contact Customer Relations Team on customercare@packt.com within one hour of placing the order and we will replace/refund you the item cost.
Sadly, if your eBook or Video file is faulty or a fault occurs during the eBook or Video being made available to you, i.e. during download then you should contact Customer Relations Team within 14 days of purchase on customercare@packt.com who will be able to resolve this issue for you.
You will have a choice of replacement or refund of the problem items.(damaged, defective or incorrect)
Once Customer Care Team confirms that you will be refunded, you should receive the refund within 10 to 12 working days.
If you are only requesting a refund of one book from a multiple order, then we will refund you the appropriate single item.
Where the items were shipped under a free shipping offer, there will be no shipping costs to refund.

On the off chance your printed book arrives damaged, with book material defect, contact our Customer Relation Team on customercare@packt.com within 14 days of receipt of the book with appropriate evidence of damage and we will work with you to secure a replacement copy, if necessary. Please note that each printed book you order from us is individually made by Packt's professional book-printing partner which is on a print-on-demand basis.

What tax is charged?

Currently, no tax is charged on the purchase of any print book (subject to change based on the laws and regulations). A localized VAT fee is charged only to our European and UK customers on eBooks, Video and subscriptions that they buy. GST is charged to Indian customers for eBooks and video purchases.

What payment methods can I use?

You can pay with the following card types:

Visa Debit
Visa Credit
MasterCard
PayPal

What is the delivery time and cost of print books?

Shipping Details

USA:

Economy: Delivery to most addresses in the US within 10-15 business days

Premium: Trackable Delivery to most addresses in the US within 3-8 business days

UK:

Economy: Delivery to most addresses in the U.K. within 7-9 business days.
Shipments are not trackable

Premium: Trackable delivery to most addresses in the U.K. within 3-4 business days!
Add one extra business day for deliveries to Northern Ireland and Scottish Highlands and islands

EU:

Premium: Trackable delivery to most EU destinations within 4-9 business days.

Australia:

India:

Premium: Delivery to most Indian addresses within 5-6 business days

Rest of the World:

Premium: Countries in the American continent: Trackable delivery to most countries within 4-7 business days

Asia:

Premium: Delivery to most Asian addresses within 5-9 business days

Unfortunately, due to several restrictions, we are unable to ship to the following countries:

Afghanistan
American Samoa
Belarus
Brunei Darussalam
Central African Republic
The Democratic Republic of Congo
Eritrea
Guinea-bissau
Iran
Lebanon
Libiya Arab Jamahriya
Somalia
Sudan
Russian Federation
Syrian Arab Republic
Ukraine
Venezuela

Filter reviews by

All

Packt verified reviews

Feefo verified reviews

Amazon verified reviews

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.

Amazon Verified review

Brian Apr 11, 2024

You'll find the book a great overview of Generative AI for most at various times in their AI learning journey. It was a pleasure to read and learn. Cheers!

Lin Apr 02, 2024

Great book. The book explain how to customize own GPT but there is no how to deploy it to GPT store

Subscriber review

pocr Mar 20, 2024

So, there's a lot of ChatGPT material out there, from dry academic articles to super simple business intro's to in-depth analysis of Generative AI and Foundational Models - it can be difficult to know where to start.The best audience for this book is actually for pro users in small to large commercial orgs who want to move beyond simple text input/output on the main app and start building custom deployments.This book will help you get your first few simple apps stood up, to build out internal PoC's and MVP's and to help prove out workflow and indeed shape a use case with a range of ideas to expand from.It is very much a code along type book where you learn by doing and this practical orientation will bring more of the underlying concepts and ideas to life.It's light and quick and you can get through most of it in a week or two - the code on Github and the visual, simple instructions help you move from a newbie to someone ready to work on bigger projects.

animadurkar Mar 16, 2024

I really appreciated the book containing code snippets and a step-by-step walkthrough for scrappy builders to get started on specific AI applications. The book claims to be targeted for AI enthusiasts, software developers, and AI entrepreneurs but I feel like it cuts a thin layer into actually building AI applications and what that takes. Majority of this book is how to design light wrappers around OpenAI models, but building a low-stakes web app on OpenAI API is not even close to the hardest part of building AI applications. Maintaining these solutions in productions, mitigating hallucinations at scale, handling risk and bias, effective prompt engineering templates, and more are concepts that need to be discussed for AI applications that aren't low stakes "toys".Although I really appreciated the walkthrough of specific projects in here, almost all of these become irrelevant with OpenAI GPT store which is the inherent issue with only discussing these topics at a basic level. There's no mention of RAG, PEFT, LoRA, or any other modern and immensely useful capabilities for applications at scale which also limits the quality of this book.Overall, I think it's a good book for people trying to dip their feet into working with AI; if you can build simple front ends, this shows how you can use an API key to integrate some OpenAI capabilities for fairly simple use cases. If you want to build quality apps in production at a larger scale, you'll have to go elsewhere.

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

What do you get with Print?