Build your own specialist.

1. Explore the sample

Try 40 fictional holidays and nine recorded photo observations. Change budgets, requirements and photos to see how application rules affect the result. No model installation is needed.

2. Get the free starter

The public repository includes the sample app, full prompt, a small labeled dataset and a training recipe. Run a baseline, train in a new workspace, and test the saved checkpoint. This is an educational experiment, not the V2 model from the video.

3. Copy the complete brief

Read the guide and replace the prompt’s bracketed fields with your task. Ask your coding assistant to check your hardware and show one actual model result at each checkpoint.

Want the complete implementation?

The community edition includes the full local agency, V2 checkpoints, training experiments and evaluation receipts. Start with the free material, then continue with us when you want the complete project and deeper training.