Typical festival app
Each question asks remote infrastructure for the answer.
- Phone
- Server
- Database
Research application
One festival's material is trained into Gemma 4 E2B so answers can come from the phone without a server lookup.
Source materialSchedules, maps, rules, and event details.
Phone answerThe question ends at the local model.
Kandi moves the event material before the question is asked.
Each question asks remote infrastructure for the answer.
The specialist model already contains the festival material.
The model works. The consumer application does not.
Trained for one festival and bounded by the supplied event material.
Packaging, device reliability, and the final interface remain unfinished. Kandi is not available to install.