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> the ESP BOX itself can recognize up to 400 commands directly on the device.

That's really cool! Does this mean 400 specific commands, e.g. "turn on the living room lights" or 400 commands that can be applied to different targets, e.g. "turn on the X lights" where X is some light. (400 actually feels like it would be enough to speed up the vast majority of interactions either way, but I'm curious :)




400 commands where "turn on X" is one and "turn off X" is two.

With Home Assistant this means turning on and off two hundred entities. We currently pull light and switch entities from Home Assistant and build the local Multinet speech grammar.

We have goals for better dynamic and adaptive configuration of Willow and part of that is using a Willow Home Assistant component with user configuration inthe HA dashboard, etc to easily select entities, define commands, etc and dynamically update all associated Willow devices.

We feel that with this 400 commands is enough to be practical and useful. Additionally, because the Multinet model returns probability on match to command "fuzzy matching" actually works quite well where "light", "lights", and slightly mis-worded commands still match correctly.




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