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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

Using the DALL-E API

DALL-E is a remarkable AI model that can generate stunning images from textual descriptions. In this section, you will gain an understanding of the concept behind DALL-E and its groundbreaking approach to image synthesis. You’ll learn about the unique capabilities of DALL-E in translating text prompts into vibrant and imaginative visual representations. Additionally, we’ll explore the practical application of DALL-E through the DALL-E API, empowering you to seamlessly integrate this powerful technology into your applications and unlock a myriad of creative possibilities.

DALL-E is an advanced AI model developed by OpenAI. It was introduced to the world in January 2021. DALL-E is a neural network-based model that combines elements of the ChatGPT language models with a Generative Adversarial Network (GAN) architecture. The name DALL-E is a playful combination of the artist Salvador Dalí and the character WALL-E from the animated film. This unique...

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Building AI Applications with OpenAI APIs
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