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使用OpenAI API构建AI应用程序：利用ChatGPT、Whisper和DALL-E API创建10个创新的AI，第二版

English | 2024 | ISBN: 1835884016 | 322 pages | True EPUB | 5.34 MB

Improve your app development skills by building a ChatGPT clone, code bug fixer, quiz generator, translation app, email auto-reply, PowerPoint generator, and more

Key Features - Transition into an expert AI developer by mastering ChatGPT concepts, including fine-tuning and integrations - Gain hands-on experience through real-world projects covering a wide range of AI applications - Implement payment systems in your applications by integrating the ChatGPT API with Stripe

Book Description 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.

What You Will Learn - Develop a solid foundation in using the OpenAI API for NLP tasks - Build, deploy, and integrate payments into various desktop and SaaS AI applications - Integrate ChatGPT with frameworks such as Flask, Django, and Microsoft Office APIs - Unleash your creativity by integrating DALL-E APIs to generate stunning AI art within your desktop apps - Experience the power of Whisper API's speech recognition and text-to-speech features - Find out how to fine-tune ChatGPT models for your specific use case - Master AI embeddings to measure the relatedness of text strings

Who this book is for This book is for a diverse range of professionals, including programmers, entrepreneurs, and software enthusiasts. Beginner programmers, Python developers exploring AI applications with ChatGPT, software developers integrating AI technology, and web developers creating AI-powered web applications with ChatGPT will find this book beneficial. Scholars and researchers working on AI projects with ChatGPT will also find it valuable. Basic knowledge of Python and familiarity with APIs is needed to understand the topics covered in this book.


通过构建ChatGPT模仿器、代码错误修复者、测验生成器、翻译应用、自动回复邮件等项目来提升你的应用程序开发技能 关键特性 - 成为AI开发专家，掌握ChatGPT概念，包括微调和集成技术 - 通过涵盖广泛AI应用场景的现实世界项目获得实践经验 - 通过将ChatGPT API与Stripe集成在应用程序中实现支付系统 书描述 本书以实用指南的形式解锁了AI在你的应用程序中的强大功能。通过无缝地将OpenAI API整合到项目中，帮助你轻松处理复杂的API，并确保平稳的功能运行。 此新版新增了如OpenAI嵌入式概念等关键话题。这将帮助你理解单词和短语之间的语义关系。通过使用ChatGPT、Whisper和DALL-E API完成10个AI项目的最新OpenAI模型，即GPT-3.5和GPT-4，在Visual Studio Code中实现这些API。在这些项目中，你可以集成ChatGPT与Flask、Django、微软Office APIs以及PyQt等框架工具。你将掌握NLP任务，创建一个ChatGPT模仿器，并构建一个AI代码错误修复的SaaS应用。此外还包括了语音识别、文本转语音功能、语言翻译、生成电子邮件回复、创建PPT幻灯片及微调ChatGPT，通过将ChatGPT API与Stripe集成来添加支付方法。 本书结束时，你将会通过充分发挥ChatGPT API的潜力开发出自己的创新应用。 你将学习到的内容 - 在NLP任务中建立OpenAI API的良好基础 - 构建并部署各种桌面和SaaS AI应用程序，并将其支付功能集成其中 - 将ChatGPT与Flask、Django和微软Office APIs等框架进行整合 - 通过集成DALL-E API解锁你的创造力，从而在你的桌面应用中生成惊人的AI艺术 - 体验Whisper API的语音识别和文本转语音功能 - 学习如何为特定用途微调ChatGPT模型 - 掌握AI嵌入式技术以衡量文本字符串的相关性 本书适用于各种专业人员，包括程序员、企业家及软件爱好者。初学者程序员、与ChatGPT探索人工智能应用的Python开发者、集成AI技术的软件开发人员以及创建基于ChatGPT的人工智能网页应用的网页开发人员将从中受益匪浅。同时，正在使用ChatGPT进行AI项目的学者和研究人员也会发现本书具有价值。为了理解本书内容，你需要具备一定的Python基础，并了解API。 这本书适合多种不同专业的读者：包括程序员、企业家和软件爱好者。初学者程序员、探索人工智能应用的Python开发者、集成AI技术的软件开发人员以及创建基于ChatGPT的人工智能网页应用的网页开发人员都会从本书中获益。同时，正在使用ChatGPT进行AI项目的学者和研究人员也将发现此书非常有价值。为了理解本书内容，你需要具备一定的Python基础，并熟悉API。
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