Building Gen AI Apps using Web Technologies

Welcome to the course — what you'll learn and how to get the most out of it.

Understand the fundamentals — from neural networks to transformers, tokens to inference.

Understand the full spectrum of building, deploying and maintaining a production-grade GenAI application using web technologies.

Understand agentic systems by building a minimal coding agent. Learn about harness engineering, multi-agent systems, and more.

Understand RAG by building an internal knowledge base. Learn about embeddings, vector databases, agentic RAG, and document understanding.

Build applications that go beyond text — images, audio, video, diffusion models, creative asset pipelines, and generative UI.

Run AI models directly in the browser with WebLLM, WebNN, Transformers.js, and MediaPipe.

Build, deploy, and scale production-grade AI applications on Cloudflare's developer platform.

Supplementary resources, deep research patterns, and reference handouts for the course.