Developing Apps with GPT-4 and ChatGPT is a comprehensive guide for Python developers to build applications with large language models, covering the main features and benefits of GPT-4 and GPT-3.5 models, and providing step-by-step instructions for developing applications using the OpenAI Python library.

Format: Paperback / softback
Length: 250 pages
Publication date: 31 July 2024
Publisher: O'Reilly Media

Developing Apps with GPT-4 and ChatGPT is an essential guide for Python developers who want to harness the power of large language models in their applications. Written by Olivier Caelen and Marie-Alice Blete, this book provides a comprehensive overview of GPT-4 and GPT-3.5 models, their main features and benefits, and how to integrate them into Python-based applications. With easy-to-follow examples and a glossary of key terms, the book covers 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 are also covered. Whether you are a beginner or an experienced Python developer, Developing Apps with GPT-4 and ChatGPT will help you unlock the potential of large language models and create innovative applications.

Developing Apps with GPT-4 and ChatGPT: An Essential Guide for Python Developers

Developing Apps with GPT-4 and ChatGPT is an essential guide for Python developers who want to harness the power of large language models in their applications. Written by Olivier Caelen and Marie-Alice Blete, this book provides a comprehensive overview of GPT-4 and GPT-3.5 models, their main features and benefits, and how to integrate them into Python-based applications. With easy-to-follow examples and a glossary of key terms, the book covers 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 are also covered. Whether you are a beginner or an experienced Python developer, Developing Apps with GPT-4 and ChatGPT will help you unlock the potential of large language models and create innovative applications.

About the Authors

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.

What You'll Learn

Developing Apps with GPT-4 and ChatGPT 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.

Fundamentals and Benefits of GPT-4 and GPT-3.5 Models

Developing Apps with GPT-4 and ChatGPT 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.

Integrating GPT-4 and GPT-3.5 Models into Python-Based Applications

Developing Apps with GPT-4 and ChatGPT 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.

Examples of Applications Demonstrating the OpenAI API in Python

Developing Apps with GPT-4 and ChatGPT 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.

Advanced LLM Topics

Developing Apps with GPT-4 and ChatGPT 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.

Conclusion

Developing Apps with GPT-4 and ChatGPT is an essential guide for Python developers who want to harness the power of large language models in their applications. Written by Olivier Caelen and Marie-Alice Blete, this book provides a comprehensive overview of GPT-4 and GPT-3.5 models, their main features and benefits, and how to integrate them into Python-based applications. With easy-to-follow examples and a glossary of key terms, the book covers 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 are also covered. Whether you are a beginner or an experienced Python developer, Developing Apps with GPT-4 and ChatGPT will help you unlock the potential of large language models and create innovative applications.

Dimension: 233 x 178 (mm)
ISBN-13: 9781098168100
Edition number: 2 ed