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OpenAI API Cookbook
OpenAI API Cookbook

OpenAI API Cookbook: Build intelligent applications including chatbots, virtual assistants, and content generators

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Key benefits

  • Understand the different elements, endpoints, and parameters of the OpenAI API
  • Build tailored intelligent applications and workflows with the OpenAI API
  • Create versatile assistants with for a multitude of tasks
  • Purchase of the print or Kindle book includes a free PDF eBook

Description

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.

Who is this book for?

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.

What you will learn

  • 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

Product Details

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Publication date, Length, Edition, Language, ISBN-13
Publication date : Mar 12, 2024
Length: 192 pages
Edition : 1st
Language : English
ISBN-13 : 9781805121350
Vendor :
OpenAI
Category :
Concepts :
Tools :

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Product Details

Publication date : Mar 12, 2024
Length: 192 pages
Edition : 1st
Language : English
ISBN-13 : 9781805121350
Vendor :
OpenAI
Category :
Concepts :
Tools :

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Customer reviews

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Rating distribution
Full star icon Full star icon Full star icon Full star icon Half star icon 4.9
(15 Ratings)
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S.Kundu Sep 26, 2024
Full star icon Full star icon Full star icon Full star icon Full star icon 5
"𝐎𝐩𝐞𝐧𝐀𝐈 𝐀𝐏𝐈 𝐂𝐨𝐨𝐤𝐛𝐨𝐨𝐤" assists developers by providing clear guidance on setting up and utilizing the OpenAI API. It explains key endpoints and parameters, demonstrates advanced features, and offers practical examples for building intelligent applications and conversational agents, ultimately helping developers create effective and innovative AI solutions.Few points that I want to highlight are as below:The book begins by setting up the environment for using the OpenAI API and introduces the API playground.It then explores various API endpoints, such as those for image and audio processing and explains their specific functions.Next, the book delves into key parameters, including the model and temperature settings and discusses their impact on API responses.Following this, advanced features and functionalities of the API are covered, including using embedding models for text comparison and fine-tuning completion models.The book provides guidance on integrating the API into application development and managing different development environments.It then focuses on creating intelligent applications with the API, such as a wrapper application for generating email replies and a multimodal application for generating travel itineraries.The final section is dedicated to building conversational assistants using the OpenAI API.
Amazon Verified review Amazon
Maxim Attiogbe Mar 27, 2024
Full star icon Full star icon Full star icon Full star icon Full star icon 5
The OpenAI API Cookbook is your fast track to mastering intelligent applications. It’s an invaluable resource for anyone looking to delve into the world of artificial intelligence and natural language processing. The author Henry Habib does an exceptional job of breaking down complex concepts into digestible, easy-to-follow instructions. The book is well-structured, starting with the basics of setting up the OpenAI Playground environment and gradually progressing to more advanced topics such as building intelligent applications and assistants.What sets this book apart is its practical approach. Each chapter is filled with real-world examples and hands-on exercises that allow readers to apply what they've learned immediately. The inclusion of technical requirements and detailed explanations of key parameters and their impacts on generated responses is particularly helpful for understanding the nuances of the OpenAI API.While the book is comprehensive, it is also accessible to beginners. Even if you have no prior experience with Python or APIs, the clear explanations and step-by-step guidance make it easy to get started. For more experienced developers, the book offers insights into advanced features and tips for optimizing performance.One area for improvement could be the inclusion of more case studies or success stories from businesses that have successfully implemented solutions using the OpenAI API. This would provide readers with a broader perspective on the potential applications and impact of the technology.Overall, the OpenAI API Cookbook is a must-read for anyone interested in leveraging the power of OpenAI to build intelligent applications. Whether you're a student, a professional developer, or just a tech enthusiast, this book will equip you with the knowledge and skills to explore the exciting possibilities of AI.
Amazon Verified review Amazon
Prajakta Kumbhar Apr 15, 2024
Full star icon Full star icon Full star icon Full star icon Full star icon 5
If you're new to using the OpenAI API and Large Language Models (LLMs), the OpenAI Cookbook is a great resource. It's a fantastic starting point for anyone looking to use OpenAI's technologies for their first AI-driven initiatives. With its simple, step-by-step instructions that help beginners quickly get up to speed, this book is especially helpful if you are wanting to develop your first application powered by the OpenAI API.The cookbook is very accessible because it is made to be user-friendly and breaks down complicated ideas for people who are not familiar with Python or APIs. On the other hand, experienced developers who wish to deepen their knowledge and boost project performance can also benefit from its insightful analysis and sophisticated methods.
Amazon Verified review Amazon
Subhasish Ghosh Aug 28, 2024
Full star icon Full star icon Full star icon Full star icon Full star icon 5
*Reading Reco*: This weekend, completed perusing "𝑶𝒑𝒆𝒏𝑨𝑰 𝑨𝑷𝑰 𝑪𝒐𝒐𝒌𝒃𝒐𝒐𝒌 - 𝑩𝒖𝒊𝒍𝒅 𝒊𝒏𝒕𝒆𝒍𝒍𝒊𝒈𝒆𝒏𝒕 𝒂𝒑𝒑𝒍𝒊𝒄𝒂𝒕𝒊𝒐𝒏𝒔 𝒊𝒏𝒄𝒍𝒖𝒅𝒊𝒏𝒈 𝒄𝒉𝒂𝒕𝒃𝒐𝒕𝒔, 𝒗𝒊𝒓𝒕𝒖𝒂𝒍 𝒂𝒔𝒔𝒊𝒔𝒕𝒂𝒏𝒕𝒔, 𝒂𝒏𝒅 𝒄𝒐𝒏𝒕𝒆𝒏𝒕 𝒈𝒆𝒏𝒆𝒓𝒂𝒕𝒐𝒓𝒔", authored by Henry Habib, Packt Publications. An excellent read, this book is a must-have / read for those specifically looking to deep-dive into OpenAI LLM APIs and building LLM-based applications.✌️𝐓𝐚𝐫𝐠𝐞𝐭 𝐚𝐮𝐝𝐢𝐞𝐧𝐜𝐞: Aspiring Cloud Architects, Data Analysts, Cloud Developers, Data Scientists, AI Researchers, Tech Business Leaders, and Tech Evangelists.✅ 5 things that makes this book an excellent read:1️⃣ Each chapter builds from basics, with recipes (working examples) that you can follow to get started, up and running in no time at all. I checked out all the examples using Postman, Bubble, Google Colab (for Notebooks), the Serverless functions - which are in Google Cloud, but you could use Azure or AWS for executing the same.2️⃣ Get started with the essentials of how to leverage Postman for using OpenAI APIs. It is assumed you have access to either an OpenAI or in my case, Azure OpenAI LLM/SLM to test the exercises.3️⃣ The Chapter on using the Python Library to call OpenAI API, fine-tuning a completion model is excellent.4️⃣ The Chapter which covers creating a public endpoint server that calls the OpenAI API, extending the endpoint server to accept parameters and return data, and finally calling the user-created endpoint from no-code application is a good read.5️⃣ The Chapter 6 & 7 are excellent in terms of providing a step-by-step guidance on building real-life applications. You learn hands-on on creating a travel itinerary (multi-modal) application where a user can type in any location and the application creates a 1-day itinerary specific to that location, along with AI-generated photos that correspond to that itinerary. Works with an integration of Google Functions (serverless code acting as Backend server) + Postman (API test) + Bubble (front-end) + API Connector (integration between front-end & back-end).Overall, this is an excellent book - short, but powerful.
Amazon Verified review Amazon
Joey Apr 16, 2024
Full star icon Full star icon Full star icon Full star icon Full star icon 5
The "OpenAPI Cookbook" is a critical resource for developers and systems architects seeking to master API design and documentation. This guide adeptly transitions from basic concepts to complex applications, making it accessible to tech professionals at any level.The book starts with foundational topics, clearly explained, and enhanced with practical examples that make abstract OpenAPI concepts easy to grasp. The progression from simple to advanced material is methodically structured, much like the development stages of a software project, and Henry's meticulous attention to detail is evident throughout.Real-world scenarios add practical value to the text, illustrating how these concepts apply in actual tech environments. The focus on best practices and common pitfalls equips readers not just with knowledge, but with the foresight to avoid typical errors, acting as a virtual mentor for navigating API complexities.Henry's reputation for high-quality educational materials is well-earned, and this book is no exception. It provides time-saving code snippets that are ready to use, mirroring the efficiency required in fast-paced tech industries.For those immersed in the dynamic field of software development, where technologies evolve rapidly, the "OpenAPI Cookbook" is indispensable. It offers the necessary tools and insights to excel in API design, making it a valuable addition to any developer’s library. Whether you are a novice learning the ropes or a seasoned expert refining your skills, this book is a comprehensive guide to mastering OpenAPI.What a time to be alive. So much software to build.
Amazon Verified review Amazon
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