This is the code repository for OpenAI API Cookbook, published by Packt.
Build intelligent applications including chatbots, virtual assistants, and content generators
An essential guide for tech enthusiasts to harness the power of OpenAI and ChatGPT to build intelligent applications, this cookbook demonstrates the use of OpenAI API and its integration with tailored AI solutions across various industries.
This book covers the following exciting features:
- Grasp the fundamentals of the OpenAI API
- Navigate the API’s capabilities and limitations of the API
- Set up the OpenAI API with step-by-step instructions, from obtaining your API key to making your first call
- Explore advanced features such as system messages, fine-tuning, and the effects of different parameters
- Integrate the OpenAI API into existing applications and workflows to enhance their functionality with AI
- Design and build applications that fully harness the power of ChatGPT
If you feel this book is for you, get your copy today!
All of the code is organized into folders. For example, Chapter02.
The code will look like the following:
{
"model": "gpt-3.5-turbo",
"messages": [
{
"role": "system",
"content": "You are an assistant that creates marketing slogans
based on descriptions of companies"
}
Following is what you need for this book: This book is perfect for developers, data scientists, AI/tech enthusiasts, citizen developers, and no-code aficionados keen on using and mastering the OpenAI API. Whether you’re a beginner or experienced professional, this book is ideal for quickly creating intelligent applications such as chatbots or content generators, through step-by-step recipes that take you from the basics of the API to creating sophisticated applications systematically. The OpenAI API is accessed with Python in this book, so familiarity with Python and APIs is preferred but not mandatory.
With the following software and hardware list you can run all code files present in the book (Chapter 1-7).
| Chapter | Software required | OS required |
|---|---|---|
| 1-7 | Python | Windows, Mac OS X, and Linux (Any) |
| 1-7 | Postman | Windows, Mac OS X, and Linux (Any) |
| 1-7 | Bubble | Windows, Mac OS X, and Linux (Any) |
Henry Habib is a Manager at one of the world's top management consulting firms, advising F500 companies on analytics and operations, with a particular focus on building intelligent AI-driven solutions and tools to create impact. He is a passionate online instructor and educator, amassing a of more than 150K paid students and facilitating technical programs at large banks and governmental. A proponent in the no-code and LLM revolution, he believes that anyone can now create powerful and intelligent applications without any deep technical skills. Henry resides in Toronto, Canada with his wife, and enjoys reading AI research papers and playing tennis in his free time.