OpenAI API Cookbook: Build intelligent applications including chatbots, virtual assistants, and content generators
by: Henry Habib (Author)
Publisher: Packt Publishing
Publication Date: 12 Mar. 2024
Language: English
Print Length: 192 pages
ISBN-10: 1805121359
ISBN-13: 9781805121350
Book Description
Explore the vast possibilities of integrating the ChatGPT API across various domains, from creating simple wrappers to developing knowledge-based assistants, multi-model applications, and conversational interfaces
Key FeaturesUnderstand the different elements, endpoints, and parameters of the OpenAI APIBuild tailored intelligent applications and workflows with the OpenAI APICreate versatile assistants with for a multitude of tasksPurchase of the print or Kindle book includes a free PDF eBook
Book DescriptionAs 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.
What you will learnGrasp the fundamentals of the OpenAI APINavigate the API's capabilities and limitations of the APISet up the OpenAI API with step-by-step instructions, from obtaining your API key to making your first callExplore advanced features such as system messages, fine-tuning, and the effects of different parametersIntegrate the OpenAI API into existing applications and workflows to enhance their functionality with AIDesign and build applications that fully harness the power of ChatGPT
Who this book is forThis 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.
Table of contentsUnlocking OpenAI and Setting Up Your API Playground EnvironmentOpenAI API Endpoints ExplainedUnderstanding Key Parameters and Their Impact on Generated ResponsesIncorporating Additional Features from the OpenAI APIStaging the OpenAI API for Application DevelopmentBuilding Intelligent Applications with the OpenAI APIBuilding Assistants with the OpenAI API
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