developing-apps-with-gpt-4-and-chatgpt.md

Developing Apps with GPT-4 and ChatGPT

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Details

• Title: Developing Apps with GPT-4 and ChatGPT
• Subtitle: Build Intelligent Chatbots, Content Generators, and More
• Authors: Olivier Caelen and Marie-Alice Blete
• Publication Date: 2023
• Publisher: O'Reilly
• ISBN-13: 978-1098152482
• Pages: 155
• Amazon Rating: 4.2 stars
• Goodreads Rating: 3.66 stars

Links: Amazon | Goodreads | Publisher | GitHub Project

Blurb

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

Contents

1. GPT-4 and ChatGPT Essentials
2. A Deep Dive into the GPT-4 and ChatGPT APIs
3. Building Apps with GPT-4 and ChatGPT
4. Advanced GPT-4 and ChatGPT Techniques
5. Advancing LLM Capabilities with the LangChain Framework and Plug-ins