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Developing apps with GPT-4 and ChatGPT : build intelligent chatbots, content generators, and more /

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 g...

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Bibliographic Details
Main Authors: Caelen, Olivier (Author)
Group Author: Blete, Marie-Alice
Published: O'Reilly Media, Inc.,
Publisher Address: Sebastopol, CA :
Publication Dates: 2023.
Literature type: Book
Language: English
Edition: First edition.
Subjects:
ChatGPT.
Natural language generation (Computer science) > Computer programs.
Web applications > Development.
Chatbots.
Interactive computer systems.
Application software > Development.
Intelligent agents (Computer software)
Summary: 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.
Item Description: Includes glossary of key terms and index.
Carrier Form: x, 144 pages : color illustrations ; 24 cm
ISBN: 9781098152482
1098152484
Index Number: QA76
CLC: TP18
Call Number: TP18/C127
Contents: Preface -- 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.

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