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Clover- Image generator

Clover ☘️ is an image generator app using the Stable Diffusion XL model via the RunPod API.

Installation

  1. Go to ./backend, follow the instruction within backend/README.mdto start the backend server.
    1b. Optional: If you are running this project on your local machine, you can usengrokto expose the server to the internet. This steps ensured that the/webhook callback by RunPod API is forwarded to your local machine.
  2. Go to ./frontend, follow the instruction within frontend/README.md` to start the frontend server.

Tech stacks

  1. Frontend: Next.js, React, TypeScript, TailwindCSS, ShadCN UI, RadixUI, Socket.io-client.
  2. Backend: Node.js with Express.js, TypeScript, Socket.io, Ngrok (Optional), RunPod API.
  3. Database: Browser's local storage- only accessible by the Frontend (for now).

Known Issues

  • The images only exist on Cloudflare for a short amount of time (24 hours). Afterward, the images url will expire, and image links become invalid.
  • Sometimes the RunPod API does return fail for a queued task, which you can see from the backend console. This issue is not handled yet.
  • There are 2 socket connections triggered each time client connects to the server. Potential fix: creating a React Hooks called useSocket to avoid duplicated connections.
  • The backend doesn't support multi-tenants within the socket part on the server.

About

Clover ☘️ is an image generator app using the Stable Diffusion XL model via the RunPod API.

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