This site is not affiliated with or endorsed by Cloudflare, Inc. It simply showcases experiments built using Cloudflare services.
Cloudflare Experiments

AI Image Generator

Generate images from text prompts with Workers AI at the edge

Generate PNG images from text prompts using Workers AI and the @cf/black-forest-labs/flux-1-schnell model at the edge.

Features

  • Generate PNG images from text prompts at the edge
  • Workers AI image model (@cf/black-forest-labs/flux-1-schnell)
  • Returns binary image responses directly from the Worker
  • No external image API keys required

API Reference

GET /generate

Generates a PNG image from the provided text prompt.

Prop

Type

Example Request

curl "https://your-worker.workers.dev/generate?prompt=a%20sunset%20over%20snow-capped%20mountains" \
  --output image.png

Success Response

Returns a PNG image with the following header:

Content-Type: image/png

Error Response

{
  "error": "Missing or invalid query parameter: prompt",
  "code": "INVALID_PROMPT"
}

Error Codes

  • 400 - Missing or invalid prompt (INVALID_PROMPT)
  • 502 - Workers AI model run failed (AI_ERROR)

Use Cases

  • Prototype AI image generation without external API keys
  • Generate placeholder or marketing visuals from text at the edge
  • Learn Workers AI image models in a stateless Worker
  • Build creative tools that return binary image responses directly

Limitations

  • Workers AI image generation is subject to usage limits by plan
  • Fixed model and parameters; no style, size, or batch controls in this experiment
  • Returns a single PNG per request; no async jobs or storage
  • Public endpoint with no authentication or rate limiting

Deployment

Deploy

Enable the Workers AI binding (AI) in your Worker settings. The deploy button configures this automatically via wrangler.json. Requires a Cloudflare account with Workers AI enabled.

Test your deployment

curl "https://your-worker.workers.dev/generate?prompt=a%20sunset%20over%20snow-capped%20mountains" \
  --output image.png

Local Development

cd apps/experiments/ai-image-generator
npm install
npm run dev

Test locally:

curl "http://localhost:8787/generate?prompt=a%20cyberpunk%20cityscape" \
  --output image.png

Cloudflare Features Used

  • Workers - Edge compute runtime
  • Workers AI - @cf/black-forest-labs/flux-1-schnell image generation model

On this page