Building AI Applications with ChatGPT APIs: Master ChatGPT, Whisper, and DALL-E APIs by building ten innovative AI projects
暫譯: 使用 ChatGPT API 建立 AI 應用程式:透過構建十個創新 AI 專案精通 ChatGPT、Whisper 和 DALL-E API
Yanev, Martin
- 出版商: Packt Publishing
- 出版日期: 2023-09-21
- 售價: $1,700
- 貴賓價: 9.5 折 $1,615
- 語言: 英文
- 頁數: 258
- 裝訂: Quality Paper - also called trade paper
- ISBN: 180512756X
- ISBN-13: 9781805127567
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相關分類:
ChatGPT、人工智慧
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相關主題
商品描述
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.
商品描述(中文翻譯)
增強您的應用程式開發技能,利用 ChatGPT API 的強大功能,通過實用範例掌握創新的應用程式構建、模型微調和工具整合。
主要特點
- 精通使用 ChatGPT、DALL-E 和 Whisper 構建 AI 應用程式
- 理解如何選擇最佳的 ChatGPT 模型並針對您的特定用例進行微調
- 通過將 ChatGPT API 與 Stripe 整合來實現應用程式的貨幣化
- 購買印刷版或 Kindle 書籍可獲得免費 PDF 電子書
書籍描述
結合 ChatGPT API 與 Python 為構建非凡的 AI 應用程式打開了大門。通過利用這些 API,您可以專注於應用程式邏輯和用戶體驗,而 ChatGPT 強大的自然語言處理(NLP)能力則處理人類般的文本理解和生成的複雜性。
本書是初學者掌握 ChatGPT、Whisper 和 DALL-E API 的指南,通過構建十個創新的 AI 專案來提供實用經驗。這些專案提供了將 ChatGPT 與 Flask、Django、Microsoft Office API 和 PyQt 等框架和工具整合的實踐經驗。
在本書中,您將學會執行 NLP 任務、構建 ChatGPT 克隆以及創建一個 AI 驅動的代碼錯誤修復 SaaS 應用程式。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 並使用 DALL-E API 生成 AI 藝術,然後提供有關通過將 ChatGPT API 與 Stripe 整合來銷售您的應用程式的見解。隨著 GitHub 上提供的實用範例,本書逐步從簡單主題進展到高級主題,培養開發、部署和貨幣化您自己突破性應用程式所需的專業知識,充分發揮 ChatGPT API 的潛力。
您將學到的內容
- 在自然語言處理任務中使用 ChatGPT API 建立堅實的基礎
- 構建、部署並利用各種桌面和 SaaS AI 應用程式
- 將 ChatGPT 與 Flask、Django 和 Microsoft Office API 等成熟框架無縫整合
- 通過整合 DALL-E API 在桌面應用程式中創造驚人的 AI 生成藝術,發揮您的創造力
- 體驗 Whisper API 的語音識別和文本轉語音功能的強大
- 探索通過微調過程優化 ChatGPT 模型的技術
本書適合誰
本書提供使用 ChatGPT API 構建應用程式的最佳實踐、技巧和竅門,適合程序員、企業家和軟體愛好者。對 AI 應用程式感興趣的 Python 開發者、希望整合 AI 技術的軟體開發者,以及希望使用 ChatGPT 創建 AI 驅動的網頁應用程式的網頁開發者也會發現本書非常有用。對 Python 程式設計的基本理解和使用 API 的經驗將幫助您充分利用本書。
目錄大綱
- Beginning with ChatGPT API for NLP Tasks
- Building a ChatGPT Clone
- Creating and Deploying an AI Code Bug Fixing SaaS Application Using Flask
- Integrating the AI Code Bug Fixing Application with a Payment Service
- Quiz Generation App with ChatGPT and Django
- Language Translation Desktop App with ChatGPT API and Microsoft Word
- Building an Outlook Email Reply Generator
- Essay Generation Tool with PyQt and ChatGPT API
- Integrating ChatGPT and DALL-E API: Build End-to-End PowerPoint Presentation Generator
- Speech Recognition and Text-to-Speech with Whisper API
- Choosing the Right ChatGPT API Model
- ChatGPT Fine-tuning and Integrations
目錄大綱(中文翻譯)
- Beginning with ChatGPT API for NLP Tasks
- Building a ChatGPT Clone
- Creating and Deploying an AI Code Bug Fixing SaaS Application Using Flask
- Integrating the AI Code Bug Fixing Application with a Payment Service
- Quiz Generation App with ChatGPT and Django
- Language Translation Desktop App with ChatGPT API and Microsoft Word
- Building an Outlook Email Reply Generator
- Essay Generation Tool with PyQt and ChatGPT API
- Integrating ChatGPT and DALL-E API: Build End-to-End PowerPoint Presentation Generator
- Speech Recognition and Text-to-Speech with Whisper API
- Choosing the Right ChatGPT API Model
- ChatGPT Fine-tuning and Integrations