Developing Apps with Gpt-4 and Chatgpt: Build Intelligent Chatbots, Content Generators, and More (Paperback)

Caelen, Olivier, Blete, Marie-Alice

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商品描述

This minibook is a comprehensive guide for Python developers who want to learn how to build applications with large language models. Authors Olivier Caelen and Marie-Alice Blete cover the main features and benefits of GPT-4 and ChatGPT and explain how they work. You'll also get a step-by-step guide for developing applications using the GPT-4 and ChatGPT Python library, including text generation, Q&A, and content summarization tools.

Written in clear and concise language, Developing Apps with GPT-4 and ChatGPT includes easy-to-follow examples to help you understand and apply the concepts to your projects. Python code examples are available in a GitHub repository, and the book includes a glossary of key terms. Ready to harness the power of large language models in your applications? This book is a must.

You'll learn:

  • The fundamentals and benefits of ChatGPT and GPT-4 and how they work
  • How to integrate these models into Python-based applications for NLP tasks
  • How to develop applications using GPT-4 or ChatGPT APIs in Python for text generation, question answering, and content summarization, among other tasks
  • Advanced GPT topics including prompt engineering, fine-tuning models for specific tasks, plug-ins, LangChain, and more

商品描述(中文翻譯)

這本小書是一本全面指南,針對想要學習如何使用大型語言模型建立應用程式的Python開發者。作者Olivier Caelen和Marie-Alice Blete介紹了GPT-4和ChatGPT的主要特點和優勢,並解釋了它們的工作原理。您還將獲得使用GPT-4和ChatGPT Python庫開發應用程式的逐步指南,包括文本生成、問答和內容摘要工具。

《使用GPT-4和ChatGPT開發應用程式》以清晰簡潔的語言撰寫,並包含易於理解和應用概念的示例。Python代碼示例可在GitHub存儲庫中找到,書中還包含重要術語的詞彙表。準備好在您的應用程式中利用大型語言模型的威力了嗎?這本書是必讀之選。

您將學到:
- ChatGPT和GPT-4的基礎知識和優勢,以及它們的工作原理
- 如何將這些模型整合到基於Python的自然語言處理應用程式中
- 如何使用GPT-4或ChatGPT的Python API開發應用程式,包括文本生成、問答和內容摘要等任務
- 進階的GPT主題,包括提示工程、針對特定任務微調模型、插件、LangChain等等