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Scrimba

Deploy AI apps with Cloudflare

via Scrimba

Overview

This course provides a detailed guide to utilizing Cloudflare for building and deploying secure and robust AI applications on the edge.

The curriculum is designed to teach you how to effectively manage API requests using Cloudflare Workers, integrate with services like OpenAI and Polygon, and refine client-side data fetching. You'll also learn to handle CORS and preflight requests to ensure seamless browser-server communication.

You will also learn how to set up an AI Gateway, which gives you more control over and visibility into how your app performs. Cloudflare Gateways gives you access to logs, caching, rate limiting and more.

Finally, you'll deploying the app using Cloudflare Pages, and configure a custom domain.

Syllabus

  • Learn secure & robust deployment strategies
  • Create a Cloudflare worker
  • Connect your worker to OpenAI
  • Update client side data fetching
  • Handle CORS and preflight requests
  • OpenAI API requests & responses
  • Create an AI Gateway
  • Error handling
  • Create & deploy the Polygon API worker
  • Fetch the stock data
  • Download files and push to GitHub
  • Deploy your site with Cloudflare Pages
  • Custom domains with Cloudflare
  • Recap & next steps

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