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Building AI Applications with OpenAI APIs

Building AI Applications with OpenAI APIs - Second Edition

By : Martin Yanev
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Building AI Applications with OpenAI APIs

Building AI Applications with OpenAI APIs

By: Martin Yanev

Overview of this book

Unlock 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.
Table of Contents (19 chapters)
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1
Part 1:Getting Started with OpenAI APIs
4
Part 2: Build Web Applications with ChatGPT API
8
Part 3: ChatGPT, DALL-E, and Whisper APIs for Desktop Apps Development
14
Part 4: Advanced Concepts for Powering ChatGPT Apps

Language Translation Desktop App with the ChatGPT API and Microsoft Word

In today’s globalized world, language translation has become an essential tool for businesses and individuals to communicate effectively across borders. Fortunately, with the advancement of Natural Language Processing (NLP) and machine learning technologies, language translation has become more accurate and accessible than ever before. In this chapter, we will explore how to build a language translation desktop app using the OpenAI ChatGPT API and Microsoft Word.

In this chapter, you will learn how to create a desktop application that can translate text in real time using the powerful ChatGPT API. We will walk through the process of integrating the API with Microsoft Word, enabling users to upload Word documents and translate them into a variety of languages. We will also cover how to build a simple user interface using the Python tkinter library, allowing users to select their target language and view...

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Building AI Applications with OpenAI APIs
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