| Description |
1 online resource (243 p.) |
| Contents |
Intro -- Table of Contents -- About the Author -- About the Technical Reviewer -- Foreword -- Chapter 1: Introducing ChatGPT for Java Developers -- Who Is This Book For? -- Chapter Overview -- Download the Code Now! -- So, What Exactly Is ChatGPT and Why Do I Need to Use the OpenAI APIs? -- Regex vs. ChatGPT: Fight! -- Analysis Question #1: Who Didn't Get Any Ice Cream and Why? -- Analysis Question #2: Which Kid Was Probably Left Sad? -- Let's Unlearn Some Words in Order to Learn More About the ChatGPT API -- Models. Models? Models!!! |
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When We Talk About Tokens, Think About the StringTokenizer and Not Access Tokens -- Temperature Is All About Creativity -- Getting Started with the OpenAI Playground -- 1. System -- 2. User -- 3. Assistant (Optional) -- 4. Add Message (Optional) -- 5. View Code (Optional) -- 6. Model (Optional) -- 7. Temperature (Optional) -- 8. Maximum Length (Optional) -- Try It Now! Experimenting with the "System" Role -- Conclusion -- Chapter 2: Using ChatGPT As Your Java Pair-Programmer -- Creating Your First Java ChatGPT App: ListModels.java -- List Models Endpoint -- Creating the Request |
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Handling the JSON Response -- Model (JSON) -- Chat Endpoint -- Creating the Request -- Chat (JSON) -- Handling the Response -- Chat Completion (JSON) -- Wait, How Many Tokens Are in My Prompt? -- ChatGPT Token Counter -- Creating the Next Java App: ChatGPTClient.java -- Conclusion -- Chapter 3: Using AI in the Enterprise! Creating a Text Summarizer for Slack Messages -- So, What Is Prompt Engineering? -- Updating ChatGPTClient.java (and Related Classes) with the Builder Pattern -- ChatGPT Is Here to Take Away Everyone's Jobs (Not Really) |
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Examining a Real World Problem: Customer Support for a Software Company -- Prompt Engineering 101: Text Summarization -- Prompt #1: "tl -- dr" -- Prompt #2: "Explain This in 3 Sentences or Less" -- Prompt #3: "I'm a Manager. Explain to Me What Happened" -- Prompt #4: "Give Me Suggestions on Next Steps" -- Let's Talk About Real Prompt Engineering -- Registering a Slack Bot App -- Specifying What Your Bot Can (and Can't) Do By Setting the Scope -- Confirming Your Settings -- Viewing the OAuth and Permissions Page -- Installing Your Slack Bot App to Your Workspace |
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Getting Your Slack Bot (Access) Token -- Inviting Your Bot to Your Channel -- Finding the Channel ID of Your Channel -- Using Your Slack Bot App to Automatically Grab Messages from a Channel -- Setting Up Your Dependencies -- Programmatically Reading Messages from Slack with ChannelReaderSlackBot.java -- Exercises Left for the Reader -- Conclusion -- Chapter 4: Multimodal AI: Creating a Podcast Visualizer with Whisper and DALL·E 3 -- Introducing the Whisper Model by OpenAI -- Features and Limitations of the Whisper Model -- Transcriptions Endpoint -- Creating the Request |
| Summary |
Embrace the future of software development! ChatGPT for Java is the perfect starting point for Java developers to learn how to build intelligent applications using ChatGPT and Open AI APIs. This book takes you from the ground up to demonstrate how to use ChatGPT programmatically. You will learn the basics of ChatGPT and OpenAI APIs, including how to authenticate, send prompts, generate responses, test in the Playground, and handle errors. Each chapter includes practical exercises which demonstrate different API functionalities and bring your concepts to life. You will learn how to AI-enable your own applications using models such as GPT-4, GPT-3.5, Whisper, DALL-E, and many more. As a result, developers will understand that generative AI tools will not replace software development jobs! Instead, you will leverage ChatGPT as your Java AI-pair programmer to increase speed and productivity. You will also learn how ChatGPT can provide powerful Natural Language Processing (NLP) capabilities to your Java apps in order to understand various formats of unstructured text. Step-by-step, you will apply the concepts covered to create your own intelligent chatbots that can automatically process messages from either Slack on Discord. With this book, Java developers will be empowered to take their applications to new heights by leveraging the power of AI as this exciting field continues to evolve and transform. What You Will Learn Authenticate with the ChatGPT and OpenAI APIs and learn how to engineer and send prompts Test your prompts in the ChatGPT Playground How to use multiple artificial intelligence models Harness the power the temperature, top_p, and other parameters that can ONLY be accessed by developers to create more unique and engaging responses from ChatGPT Create intelligent bots for Slack or Discord servers Incorporate context into prompts for betterresponses and apply advanced features of the APIs. Explore future directions for ChatGPT and OpenAI Who This Book Is For Beginning and intermediate Java developers who have a basic understanding of Java programming concepts and are interested in learning how to add intelligence to their applications by using ChatGPT programmatically. No prior experience with ChatGPT or OpenAI APIs is required |
| Notes |
Description based upon print version of record |
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Request Body (Multipart Form Data) |
| SUBJECT |
ChatGPT. http://id.loc.gov/authorities/names/n2023013228
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| Subject |
Natural language generation (Computer science) -- Computer programs
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Neural networks (Computer science)
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Java (Computer program language)
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| Form |
Electronic book
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| Author |
Thaine, Patricia, author
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| ISBN |
9798868801167 |
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