A Hands-on Guide for AI Applications with OpenAI APIs
Buch, Englisch, 223 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 371 g
ISBN: 979-8-8688-1220-0
Verlag: Apress
Transform your JavaScript expertise through the power of Open AI API models using “Creating ChatGPT Apps with JavaScript.” This book will guide JavaScript developers to build smart applications while providing tangible knowledge of OpenAI’s API for text summarization, creating transcripts from audio files, generating images, and running models locally on your machine.
Through hands-on projects and code examples, readers will discover how to build AI-powered apps from scratch, such as using embeddings to train a Discord bot to answer customers’ questions in multiple languages. Readers will also learn to dictate text for writing articles or blogs with a localized integration of Whisper and generate hero images with Dall-E.
From seasoned developers to newcomers, this book offers something for everyone. Not only will readers learn to build apps with ChatGPT and JavaScript, but they will also learn best practices for prompt engineering. They’ll understand how AI models can enhance workplace efficiency and utilize natural language processing (NLP) to make interactions with applications feel…well, natural. The end result is expert knowledge in leveraging ChatGPT programmatically and incorporating the technology into diverse applications.
What You Will Learn:
- Gain a deeper understanding of ChatGPT and how OpenAI’s models work, and different ways to implement each of their various features.
- Authenticate with ChatGPT and OpenAI’s API and learn to send prompts with best practices with prompt engineering.
- Streamline productivity and content creation by leveraging transcription generation for dictation and image generation for creating hero images.
- Stay ahead of the game by incorporating different new features of OpenAI’s API and understanding more complex concepts like using GPT-4 to train a Discord bot with an FAQ to assist with multilingual tech support.
Who This Book is for:
This book is written for JavaScript developers and hobbyists that want to use OpenAI and ChatGPT to create intelligent applications and streamline productivity. No prior experience with ChatGPT or OpenAI APIs is required.
Zielgruppe
Professional/practitioner
Autoren/Hrsg.
Fachgebiete
Weitere Infos & Material
Chapter 1: Introducing ChatGPT for JavaScript Developers.- Chapter 2: Using ChatGPT as Your JavaScript Pair-Programmer.- Chapter 3: Creating a Basic ChatGPT Client in JavaScript.- Chapter 4: Using AI in the Enterprise! Creating a Text Summarizer for Slack Messages.- Chapter 5: Multimodal AI: Creating a Podcast Visualizer with Whisper and DALL·E 3.- Chapter 6: Creating an Automated Community Manager Bot with Discord and JavaScript.- Chapter 7: Adding Intelligence to our Discord Bots, Part 1: Improving Our Q&A Bot.- Chapter 8: Adding Intelligence to our Discord Bots, Part 2: Improving Our Moderator Bot.
