Caelen O., Blete M.A. Developing Apps with GPT-4 and ChatGPT: Build Intelligent Chatbots, Content Generators, and More

2nd. ed. - O’Reilly Media, 2024. - 269 p. - ISBN: 1098168100.This book provides an ideal 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 GPT-3.5 models and explain how they work. You'll also get a step-by-step guide for developing applications using the OpenAI Python library, including text generation, Q&A, and smart assistants. 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 GPT-4 and GPT-3.5 models include the main features and how they work.
Integrating these models into Python-based applications, leveraging natural language processing capabilities, and overcoming specific LLM-related challenges.
Examples of applications demonstrating the OpenAI API in Python for tasks including text generation, question answering, content summarization, classification, and more.
Advanced LLM topics such as prompt engineering, fine-tuning models for specific tasks, RAG, plug-ins, LangChain, LlamaIndex, GPTs, and assistants.True PDF