Get started building full-stack RAG web applications. This course introduces the basics of Retrieval Augment Generation (RAG), including its practical implementation with JavaScript. You’ll assemble an intelligent agent capable of running its own queries. This course will guide you through the process of building a full-stack JavaScript web application, from the API server to a React component that queries your data. You’ll also learn to develop persistent chat that streams your answers to an interactive front-end in real time.
JavaScript RAG Web Apps with LlamaIndex
Build in-demand job skills with step-by-step instructions
Beginner level
Recommended experience
1 hour
Learn at your own pace
Hands-on learning
What you'll learn
Learn how to build a RAG application in JavaScript, and use an intelligent agent that discerns and selects from data sources to answer your queries.
Build a full-stack web app with an interactive frontend component that interacts and chats with your data.
Discover persisting data, enabling data chatting, and streaming responses with the create-llama command-line tool.
Skills you'll practice
Details to know
Taught in English
No downloads or installation required
Only available on desktop
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About this project
Instructor
Offered by
How you'll learn
Hands-on, project-based learning
Practice new skills by completing job-related tasks with step-by-step instructions.
No downloads or installation required
Access the tools and resources you need in a cloud environment.
Available only on desktop
This project is designed for laptops or desktop computers with a reliable Internet connection, not mobile devices.
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