Torii — field launcher & on-device AI
⛩ torii/fields
console · collapse
Pick a field. I acquire real knowledge from the web, build a dedicated pack, and open a specialist assistant for it — grounded, cited, and staying strictly in its lane.
choose a field
or build your own
🍳
Building your assistant…
activity · model monitor
waiting…
🍳
Assistant
specialist · grounded · offline-ready
Run on your device — fully offline
Pick what runs locally. WebGPU models run inside this browser, on your GPU — chat for answers, the image model to paint pictures. Each downloads once, then works with no internet.
Edge — Torii's servers · needs internet · no download · the biggest model (answering now).
On-device (WebGPU) — runs on your GPU inside this browser · downloads once · then fully offline. ← the buttons below.
Analyzer extension — runs bigger on-device models, matched to your exact hardware.
Domain knowledge
—
knowledge graph
drag · scroll to zoom · click a node
automatic knowledge program
Let the assistant research the domain on its own — it proposes topics it doesn't cover yet, gathers them from the web, and keeps growing until you stop it.
acquire one topic from the web
add a concept by hand
concepts
Tokenomics & satisfaction
Are the tokens you spend producing satisfying answers? Rate answers 👍/👎 and watch the useful-tokens rate.
by domain
train a bigger model
Export your 👍-rated answers as a fine-tuning dataset. Training runs off-device on larger hardware — this file is the input.