This is a project to automate the prompt generation for generation of image (qr in my case). Writing and learning prompt generation is tedious task which can be automated through RAG (Retrieval-Augmented Generation) if correct instructions are given.

Here for generating artistic qr codes i have used a fine-tuned version of stable diffusion which has been trained using controlnet method.