Developing Apps with GPT-4 and ChatGPT: Build Intelligent Chatbots, Content Generators, and More
by 作者: Olivier Caelen (Author), Marie-Alice Blete (Author)
Publisher Finelybook 出版社: O’Reilly Media
Edition 版本: 2nd
Publication Date 出版日期: 2024-08-13
Language 语言: English
Pages 页数: 270 pages
ISBN-10 书号: 1098168100
ISBN-13 书号: 9781098168100
Book Description
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:
- Fundamentals and benefits of GPT-4 and GPT-3.5 models, including the main features and how they work
- How to integrate 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
Olivier Caelen is a machine learning researcher at Worldline and teaches machine learning courses at the University of Brussels.
Marie-Alice Blete, a software architect and data engineer in Worldline’s R&D department, is interested in performance and latency issues associated with AI solutions.
About the Author
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 also a developer advocate and enjoys sharing her knowledge and engaging with the community as a tech speaker.
