docker-prompt-generator

Why we included this project

Anyone who has spent long stretches coaxing MidJourney or Stable Diffusion into producing the right image knows that prompt-writing is half the battle, and this tool attacks exactly that step. It wraps a small language model so you can describe the image you want in plain Chinese or brief phrasing, then translates and expands that into a ready-to-use prompt for your image generator. The same interface works in reverse: feed it an existing image and it parses out a prompt you can reuse or build on, much like MidJourney's own describe feature. Because the project ships as separate Docker images with CPU and GPU variants and exposes a simple web UI, you can run it locally on an M-series Mac or an Nvidia box without assembling a Python environment by hand. For teams that prefer keeping prompt assistance self-hosted instead of relying on online services, it's a practical way to speed up image-generation workflows.