Label and color-code annotated boxes by index; render preview under output JSON

Add annotated image preview via pilbox without changing API/MCP surface

Harden detect() docstring for Gradio MCP schema parser

recruited help from claude

make reasoning and settings none for v2

Pin transformers below 5.0 to fix moondream2 load crash

updated moondream2 model revision

added support for moondream2 as well

added input for reasoning and settings

testing new reasoning and settings params

testing moondream3

added comment on PickingError

test load_model to cuda without spaces.GPU decorator

revert back to moondream2

revert back to moondream2

revert back to moondream2

increased load model duration

bug fix

testing upgrade to moondream3-preview

fixed output format for query result

removed version pin since gradio does not like it

add query mode for visual question answering

change output to JSON foramt

change output to JSON foramt

updated doc

added doc string and turn on fastapi doc

added point and object_detection features

changed image type to pil

copied requirements from moondream's github

copied requirements from moondream's github

addeda application file

initial commit