Grimoire: Prompting Toolbox

Set of tools to facilitate prompt design for AI art

Feature brainstorming

image manager that associates prompt components with images
simple data mining tools (e.g. n-grams) for extracting commonly used prompt components
NLPaugs for constructing variations on prompts
image captioning tools for identifying prompts associated with one or more images
mechanisms for organizing, categorizing and composing prompt components and templates
database of useful prompt chunks (e.g. artist names, materials, templates, vitamins for inducing realism or styles, etc.)
EDA visualizations for examining embedding space topology, clustering, and distributional features of prompts (inliers, outliers, aethetic scores, etc)
- https://clip-as-service.jina.ai/playground/embedding/
- https://rom1504.github.io/clip-retrieval/

Anticipate that primary users will be non-coder artists and colab users
Will need to ship with some sort of simple front-end (i.e. a notebook)
Design for use with notebooks, perhaps include a notebook of pre-designed colab forms or compatible widgets