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OpenAI GPT For Python Developers
OpenAI GPT For Python Developers

OpenAI GPT For Python Developers: The art and science of building AI-powered apps with GPT-4, Whisper, Weaviate, and beyond.

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Profile Icon Aymen El Amri
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€14.99
eBook May 2024 334 pages 1st Edition
eBook
€14.99
Arrow left icon
Profile Icon Aymen El Amri
Arrow right icon
€14.99
eBook May 2024 334 pages 1st Edition
eBook
€14.99
eBook
€14.99

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Key benefits

  • Strategies for optimizing and personalizing GPT models for specific applications.
  • Insights into integrating additional OpenAI technologies like Whisper and Weaviate.
  • Strong emphasis on responsible AI development and deployment.

Description

“OpenAI GPT for Python Developers” is meticulously crafted to provide Python developers with a deep dive into the mechanics and applications of GPT technology, beginning with a captivating narrative on the evolution of OpenAI and the fundamental workings of GPT models. As readers progress, they will be expertly guided through the essential steps of setting up a development environment tailored for AI innovations, coupled with insightful advice on selecting the most appropriate GPT model to suit specific project needs. The guide progresses into practical tutorials that cover the implementation of chat completions and the art of prompt engineering, providing a solid foundation in harnessing the capabilities of GPT for generating human-like text responses. Practical applications are further expanded with discussions on the creation of autonomous AI-to-AI dialogues, the development of AI avatars, and the strategic use of AI in interactive applications. In addition to technical skills, this book addresses the ethical implications and prospects of AI technologies, encouraging a holistic view of AI development. The guide is enriched with detailed examples, step-by-step tutorials, and comprehensive explanations that illuminate the theoretical aspects and emphasize practical implementation.

Who is this book for?

This book is designed for readers at an intermediate to advanced level who have a basic understanding of machine learning concepts and are eager to expand their expertise in AI with a focus on OpenAI's technologies. Ideal for those involved in AI-driven projects, the book assumes familiarity with Python programming and a fundamental grasp of AI principles. It’s especially beneficial for developers aiming to integrate GPT models into applications, AI researchers, and technical professionals involved in AI product development.

What you will learn

  • Set up the development environment for OpenAI GPT.
  • Understand and choose the right GPT model for your needs.
  • Implement advanced prompt engineering techniques.
  • Explore embedding and advanced embedding examples.
  • Utilize OpenAI's Whisper for speech recognition and translation.
  • Integrate OpenAI TTS models for text-to-speech applications.

Product Details

Country selected
Publication date, Length, Edition, Language, ISBN-13
Publication date : May 21, 2024
Length: 334 pages
Edition : 1st
Language : English
ISBN-13 : 9781836202400
Category :
Languages :
Concepts :
Tools :

What do you get with eBook?

Product feature icon Instant access to your Digital eBook purchase
Product feature icon Download this book in EPUB and PDF formats
Product feature icon DRM FREE - Read whenever, wherever and however you want

Product Details

Publication date : May 21, 2024
Length: 334 pages
Edition : 1st
Language : English
ISBN-13 : 9781836202400
Category :
Languages :
Concepts :
Tools :

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Table of Contents

16 Chapters
The Story of OpenAI and ChatGPT Chevron down icon Chevron up icon
How Does GPT Work? Chevron down icon Chevron up icon
Setting Up the Development Environment Chevron down icon Chevron up icon
Understanding the Available Models and Which One to Use Chevron down icon Chevron up icon
Using GPT Chat Completions Chevron down icon Chevron up icon
Advanced Examples and Prompt Engineering Chevron down icon Chevron up icon
Embedding Chevron down icon Chevron up icon
Advanced Embedding Examples Chevron down icon Chevron up icon
Fine-Tuning and Best Practices Chevron down icon Chevron up icon
Advanced Fine-Tuning: Mental Health Coach Chevron down icon Chevron up icon
Context & Memory: Making AI More Real Chevron down icon Chevron up icon
Using a Vector Database with OpenAI Chevron down icon Chevron up icon
Speech Recognition and Translation Using Whisper Chevron down icon Chevron up icon
Text-to-Speech with OpenAI TTS Models Chevron down icon Chevron up icon
Autonomous AI-to-AI Discussion Using OpenAI, Weaviate, and AI Avatars Chevron down icon Chevron up icon
Afterword Chevron down icon Chevron up icon
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