Developing Apps with GPT-4 and ChatGPT: Build Intelligent Chatbots, Content Generators, and More - Softcover

Caelen, Olivier; Blete, Marie-Alice

Softcover

ISBN 10: 1098152484 ISBN 13: 9781098152482

Publisher: O'Reilly Media, 2024

Synopsis

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

About this title

About the Authors

Olivier Caelen is a machine learning researcher at Worldline, a paytech pioneer for seamless payment solutions. He also teaches an introductory ML course and an advanced DL course at the University libre de Bruxelles. He holds two master's degrees in statistics and computer science and a Ph.D. in machine learning. Olivier Caelen is co-author of 42 publications in international peer-reviewed scientific journals/conferences and co-inventor of 6 patents.

Marie-Alice Blete currently works at Worldline's R&D department as a software architect and data engineer. She preaches engineering best practices to her fellow Data Scientists colleagues and is particularly interested in the performance and latency issues associated with the deployment of AI solutions. She is leading a program on AI-augmented developers.

Edition details

• Publisher: O'Reilly Media
• Publication date: 2024
• Language: English
• ISBN 10: 1098152484
• ISBN 13: 9781098152482
• Binding: Paperback
• Edition number: 1
• Number of pages: 125