As artificial intelligence continues to reshape industries with OpenAI at the forefront of AI research, knowing how to create innovative applications such as chatbots, virtual assistants, content generators, and productivity enhancers is a game-changer. This book takes a practical, recipe-based approach to unlocking the power of OpenAI API to build high-performance intelligent applications in diverse industries and seamlessly integrate ChatGPT in your workflows to increase productivity.
You’ll begin with the OpenAI API fundamentals, covering setup, authentication, and key parameters, and quickly progress to the different elements of the OpenAI API. Once you’ve learned how to use it effectively and tweak parameters for better results, you’ll follow advanced recipes for enhancing user experience and refining outputs. The book guides your transition from development to live application deployment, setting up the API for public use and application backend. Further, you’ll discover step-by-step recipes for building knowledge-based assistants and multi-model applications tailored to your specific needs.
By the end of this book, you’ll have worked through recipes involving various OpenAI API endpoints and built a variety of intelligent applications, ready to apply this experience to building AI-powered solutions of your own.
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
The OpenAI API is accessed with Python in this book, so familiarity with Python and APIs is preferred but not mandatory.