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systemANE

Using Apple's Neural Engine as a fast and free local "System One" Decision Engine (macOS 27) - "Honey, we have Jev at home"

How it uses Jev

POST /v1/systemone is the System One API — the endpoint kev serves from a 0.8–9B model. One state, a dict of typed questions, all of them answered from a single embedding:

Highlights

  • The clear tickets are routed in 1.4 ms each. No LLM.
  • The four out-of-scope inputs are refused, not guessed at. They are not
  • Escalation fixed a wrong answer. "this isn't working" was heading for

Getting started

cascade.py --no-tier2 runs tier 1 alone, and needs no Foundation Model at all. Python 3.12 — coremltools has no 3.14 wheels. macOS 27 on Apple silicon: the ANE for tier 1, the built-in Foundation Model for tier 2.

Language
Python 100%
Last activity
Sep 2026
Added
2026-09-23
Stars at snapshot
14
Status
Community listing

Source: community catalog. Details and metrics reflect the published community snapshot and are not a performance endorsement. Documentation details extracted from GitHub · the README.

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