CLIP Interrogator uses BLIP, an image captioning model, as well as trying a bunch of prompts with CLIP. I guess you mean that this model uses the captioning model to generate the complete prompt? Is the code for this one available?
Ah yes, this model treats this purely as image captioning. The model isn't open source yet.