Deterministic Kazakh AI kernel — typed Composition → Frame → QueryIR → FrameIndex → realiser pipeline. 13.6 ms p50 production cascade · 314 MB RSS · 0 GPU · 0 network. 0 hallucinations within curated-domain coverage. Two product directions: Kazakh school tutor + industrial knowledge assistant. Pure Rust, BUSL-1.1.
rust offline-first edtech knowledge-graph agglutinative fst voice-first forward-chaining kazakh explainable-ai symbolic-ai neurosymbolic kazakh-language cpu-only deterministic-ai typed-fact-graph school-tutor dialog-acts industrial-knowledge-assistant multi-turn-eval
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Updated
Jul 11, 2026 - Rust