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

Enhance your application development skills with the power of the ChatGPT API, mastering innovative application building, model fine-tuning, and tool integration through practical examples

Key Features

• 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

Book 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.

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

Who this book is 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.

提升您的應用程式開發技能，利用 ChatGPT API 的強大功能，透過實際範例掌握創新的應用程式建置、模型微調和工具整合。

主要特點：
- 熟練使用 ChatGPT、DALL-E 和 Whisper 建立人工智慧應用程式
- 瞭解如何選擇最適合的 ChatGPT 模型並針對特定用例進行微調
- 透過將 ChatGPT API 與 Stripe 整合，實現應用程式的商業化
- 購買印刷版或 Kindle 版書籍即可獲得免費的 PDF 電子書

書籍描述：
結合 Python 和 ChatGPT API，打開了建立非凡人工智慧應用程式的大門。通過利用這些 API，您可以專注於應用程式邏輯和使用者體驗，而 ChatGPT 強大的自然語言處理能力則處理類似人類的文本理解和生成的細節。

本書是初學者通過建立十個創新的人工智慧專案來掌握 ChatGPT、Whisper 和 DALL-E API 的指南。這些專案提供了在 Flask、Django、Microsoft Office API 和 PyQt 等框架和工具中整合 ChatGPT 的實際經驗。

在本書中，您將學習執行自然語言處理任務、建立 ChatGPT 克隆和創建基於人工智慧的程式碼錯誤修復 SaaS 應用程式的基礎。您還將涵蓋語音識別、文本轉語音功能、語言翻譯以及生成電子郵件回覆和 PowerPoint 簡報。本書教您如何微調 ChatGPT、使用 DALL-E API 生成人工智慧藝術，並通過將 ChatGPT API 與 Stripe 整合來銷售應用程式。書中提供了在 GitHub 上的實際範例，從簡單到高級主題逐步進展，培養了開發、部署和商業化自己的突破性應用程式所需的專業知識，充分發揮 ChatGPT API 的潛力。

您將學到：
- 在自然語言處理任務中使用 ChatGPT API 的扎實基礎
- 建立、部署和利用各種桌面和 SaaS 人工智慧應用程式
- 將 ChatGPT 無縫整合到已建立的框架（如 Flask、Django 和 Microsoft Office API）中
- 通過整合 DALL-E API，在桌面應用程式中產生令人驚艷的人工智慧生成藝術
- 體驗 Whisper API 的語音識別和文本轉語音功能
- 探索微調 ChatGPT 模型的優化技巧

本書適合對使用 ChatGPT API 建立應用程式的程式設計師、企業家和軟體愛好者。對 ChatGPT 感興趣的 Python 開發人員、希望整合人工智慧技術的軟體開發人員，以及希望使用 ChatGPT 創建 AI 驅動的網頁應用程式的網頁開發人員也會發現本書很有用。對 Python 編程有基本的理解和使用 API 的經驗將有助於您充分利用本書的內容。

1. Beginning with ChatGPT API for NLP Tasks
2. Building a ChatGPT Clone
3. Creating and Deploying an AI Code Bug Fixing SaaS Application Using Flask
4. Integrating the AI Code Bug Fixing Application with a Payment Service
5. Quiz Generation App with ChatGPT and Django
6. Language Translation Desktop App with ChatGPT API and Microsoft Word
7. Building an Outlook Email Reply Generator
8. Essay Generation Tool with PyQt and ChatGPT API
9. Integrating ChatGPT and DALL-E API: Build End-to-End PowerPoint Presentation Generator
10. Speech Recognition and Text-to-Speech with Whisper API
11. Choosing the Right ChatGPT API Model
12. ChatGPT Fine-tuning and Integrations

- 開始使用 ChatGPT API 進行 NLP 任務
- 建立 ChatGPT 克隆版本
- 使用 Flask 創建並部署 AI 代碼錯誤修復 SaaS 應用程序
- 將 AI 代碼錯誤修復應用程序與支付服務集成
- 使用 ChatGPT 和 Django 創建測驗生成應用程序
- 使用 ChatGPT API 和 Microsoft Word 創建語言翻譯桌面應用程序
- 建立 Outlook 電子郵件回覆生成器
- 使用 PyQt 和 ChatGPT API 創建文章生成工具
- 將 ChatGPT 和 DALL-E API 集成：構建端到端的 PowerPoint 演示文稿生成器
- 使用 Whisper API 進行語音識別和文本轉語音
- 選擇適合的 ChatGPT API 模型
- ChatGPT 微調和集成