SHow HN: Prompt-RAG – Fix low-quality AI images using a 500 prompt vector DB

I built an agent that uses RAG to fix the "low-quality" issue common with short AI image prompts.

It retrieves relevant descriptors from a database of 500+ professional prompts to expand your simple input into a high-detail prompt before generation. This provides more stylistic variety than a standard system prompt.