Ask Mach (prototype)

Ask Mach answers questions from the documentation and scopes the answer to your Machine Profile — so a Pro machine never gets an Elite-only step, and a Mach4 Galileo machine never gets another generation’s content or a feature that shipped after its build.

Set your profile in the header (top-right), then ask. Try the same question with different profiles — or tick Ignore my machine profile — to see the answer change.

Ask

Profile: not set Ignore my machine profile

How this proof of concept works

Every documentation section is embedded into a vector once at build time (npm run build:ask -> public/ask-mach-index.json). Your question is embedded in the browser with the same local model, then the most similar sections are retrieved after hard-filtering by your profile and brand using the one shared applicability resolver (src/lib/applies.ts). No cloud, no API key. In production the embedder and an answer-synthesis step become Cloudflare Workers AI

• Vectorize; the content model and filtering are identical.