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CommunityJev Tools & CLIs
Uno AI Speak
An audio-first Socratic language-tutoring web app whose lessons stay on track with a TypeSafe/Jev Governor: System 1 evaluates every turn for topic drift, FSM state and Socratic compliance, never generating content. FastAPI backend, Next.js frontend.
- Stars
- 0
- Language
- Python
- Reading time
- 2 min
- Published by
- Community
- Author
- haseebqureshii
- Last verified
- Oct 2026
Used inJev for Education
- Languages
- PythonTypeScript
- Platforms
- Next.js
- Capabilities
- Open sourceRequires API key
Highlights
- Pairs a low-latency full-duplex speech engine with a deterministic System 1 guardrail the README calls the TypeSafe / Jev Governor.
- The governor evaluates every turn in under 150 ms for topic drift, FSM state correctness and Socratic compliance, per the README.
- System 1 does not generate content: it validates boundaries and emits INTERRUPT_SIGNAL or STATE_CHANGE commands to keep lessons on track.
- Backend is FastAPI with WebSockets; frontend is Next.js, Tailwind and TypeScript; prerequisites are Python 3.11+, Node 20+ and pnpm or npm.
Watch out
README reviewed 2026-10-17 from the round-eleven capture, which is truncated mid-command in the backend setup block: the full install steps, speech API choice and any evaluation results are not in the digest, and the under-150 ms figure is the README's own claim.
Questions about this entry
Short answers drawn from the linked project or page.
An audio-first Socratic language-learning web application. Students speak, get immediate voice feedback, and are interrupted only when the lesson drifts outside safe pedagogical bounds, which the README calls drift-free tutoring.
Through what the README calls the TypeSafe / Jev Governor: a deterministic System 1 guardrail that validates boundaries rather than generating lesson text. It emits control commands like INTERRUPT_SIGNAL or STATE_CHANGE.
Topic drift, FSM state correctness and Socratic compliance, evaluated in under 150 ms per turn according to the README. Those are the project's own numbers, not independent measurements.
Python 3.11+, Node.js 20+ with pnpm or npm, and access to an end-to-end speech API endpoint plus a TypeSafe / Jev evaluation endpoint. The captured setup block is truncated mid-command.
No. The README is explicit that System 1 does not generate content; it validates boundaries and signals interrupts or state changes while a separate engine handles speech and lesson flow.
A FastAPI and WebSocket backend with a Next.js, Tailwind and TypeScript frontend, per the README's key characteristics. The frontend code is why the entry lists both Python and TypeScript.
The digest truncates the backend setup mid-command and contains no results or benchmarks. Latency and drift claims come from the README alone, and the repository carries no declared licence and has 0 stars.
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