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AI for React Developers

Eve Porcello

Moon Highway

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Knowledge of AI tooling is critical for future-proofing the careers of React developers, and the Vercel suite of AI tools is an approachable on-ramp. In this course, we’ll take a closer look at the Vercel AI SDK and how this can help React developers build streaming interfaces with JavaScript and Next.js. We’ll also incorporate additional 3rd party APIs to build and deploy a music visualization app.

Topics:

- Creating a React Project with Next.js

- Choosing a LLM

- Customizing Streaming Interfaces

- Building Routes

- Creating and Generating Components

- Using Hooks (useChat, useCompletion, useActions, etc)

This workshop has been presented at React Advanced 2024, check out the latest edition of this React Conference.

FAQ

Challenges may include setting up API keys, configuring environment variables, and understanding streaming data concepts. The course provides solutions and support for these issues.

Yes, participants can use their own OpenAI API key or the one provided by the instructor. The course includes guidance on setting up and using the OpenAI API.

The course is hands-on, focusing on practical activities and code review rather than lectures. Participants can follow along with provided start and finish files for each project.

The course recommends using Node.js version 20 or higher, but version 18 is also acceptable. It ensures compatibility with the tools and libraries used in the course.

The course covers tools like OpenAI, streaming interfaces, and Next.js hooks. Participants can also explore using various AI models and decide which is best for their projects.

The course starts at 10 AM and runs for about three hours, including breaks at the top of each hour. It covers multiple topics related to AI and React development.

Streaming interfaces allow handling data in chunks rather than as a single blob, improving responsiveness and efficiency in AI applications. The course covers building such interfaces.

The course demonstrates integrating AI models like OpenAI with JavaScript applications by using APIs, setting up streams, and creating interactive components within React.

Participants build projects such as a Node application interacting with OpenAI API, a React app using streaming data, and a custom assistant using the OpenAI Assistance API.

The course focuses on using AI tools in web development, particularly for React developers. It covers topics such as AI and JavaScript projects, choosing large language models, streaming interfaces, and utilizing Next.js hooks with APIs like OpenAI.

Eve Porcello

142 min

29 Oct, 2024

Comments

Video Summary and Transcription

Hello, everybody, and welcome to our course for today, AI for React Developers. We'll start by talking about AI and JavaScript projects and how to choose a language model. Then, we'll look at streaming interfaces and Next.js hooks for interacting with APIs. We'll learn about stream responses, working with the OpenAI API, and improving code with AI. The workshop also covers creating an assistant for writing documentation, interactive communication with OpenAI API, and creating interview questions. We'll explore the roles and interactions in the OpenAI API, working with the Assistance API in Node, and creating an interactive assistant with context. Additionally, we'll discuss customizing and training AI, using Readline and Next.js, AI with Next.js and Vercel, and scaffolding a Next app. The workshop also covers implementing stream response and user interface, handling errors, and exploring the new v0 UI. Lastly, we'll explore advanced AI tools and upcoming events. Thank you all for being part of the course!

Available in Español: AI para Desarrolladores de React

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