neuron-explorer
Qwen3.5‑4B 전용 조향형 뉴런 탐색기, 모든 MLP 뉴런을 밀어 결과를 보관·탐색
인지 아키텍처·공공 AI 안전·응용 AI를 연구하는 독립 연구소, 오픈 액세스와 Apache 2.0 오픈소스 메모리 코어 제공
Independent research lab for cognitive architectures, AI safety in public spaces, and applied AI. Open access and an open-source memory core (Apache 2.0).
개발 도구TypeScript · CSSGitHub @zensation-ai온라인운영자 미확인
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1분 만에 확인하기Frozen public snapshot (8 May 2026) of ZenAI — the self-hosted AI OS that remembers. 60 AI tools, 12,000+ tests, 440K+ LOC, 7-layer neuroscience-inspired memory. Not the living tree; active development continues in ZenBrain.
저장소 README에서 가져옴
README 전체를 불러오는 중입니다. 아래는 저장된 발췌입니다.
ZenAI
The AI OS that remembers. Self-hosted. Open source.
60 AI tools. 12,000+ tests. 440K+ LOC. 7-layer neuroscience-inspired memory. Built on ZenBrain .
The application code here was synced from the development tree on 8 May 2026; only
documentation and CLI packaging changed after that, up to 25 May 2026. It is a
faithful copy of what ZenAI was on that date — readable, citable and runnable — but it
is not the current state of development, and it does not receive fixes.README 전문 보기 ↗📌 This repository is a snapshot, not the living tree
The application code here was synced from the development tree on 8 May 2026; only documentation and CLI packaging changed after that, up to 25 May 2026. It is a faithful copy of what ZenAI was on that date — readable, citable and runnable — but it is not the current state of development, and it does not receive fixes.
The CI pipeline is set to manual dispatch for the same reason: it tests files that the development tree has since removed, so an automatic run reported a failure that nobody here could act on. That says nothing about the snapshot itself.
What is current: the memory library ZenBrain is actively developed and released to npm, and the research record behind both is kept up to date at zensation.ai/en/publikationen. The terminal agent in
cli/was published as@zensation/cli. It is retired: every version is deprecated on npm (1 October 2026), because it readsAPI_URLandVITE_API_KEYfrom the environment as undocumented fallbacks. Maintained memory tooling:@zensation/mcp.Questions about the state of ZenAI: [email protected]
ZenAI is a self-hosted AI platform with neuroscience-inspired memory. Unlike ChatGPT or Claude, ZenAI remembers your conversations, learns from your preferences, and improves over time — using the same mechanisms your brain uses.
Frontend: React + TypeScript (Vite)
Backend: Express.js + TypeScript
AI: Claude API (primary), Mistral (fallback), Ollama (local)
Database: PostgreSQL + pgvector (4 isolated schemas)
Memory: ZenBrain 7-layer architecture
Cache: Redis (optional)
"node": "20.x")# Clone
git clone https://github.com/zensation-ai/zenai.git
cd zenai
# Backend
cd backend
cp .env.example .env
# Edit .env with your DATABASE_URL and ANTHROPIC_API_KEY
npm install
npm run build
npm run dev
# Frontend (new terminal)
cd frontend
npm install
npm run dev
Open http://localhost:5173 in your browser.
Two compose files ship with this snapshot.
# Self-hosting: Postgres (pgvector) + Redis + backend on :3000
cp .env.docker .env
docker compose up -d
# Infrastructure only — Postgres + Redis, run backend and frontend locally
docker compose -f docker-compose.dev.yml up -d
The frontend is not part of the compose stack; run it as shown under Setup.
ZenAI exposes 250+ API endpoints. Key areas:
| Area | Endpoints | Description |
|---|---|---|
| Chat | /api/chat/* | Streaming chat with tool use, vision, artifacts |
| Memory | /api/:context/memory/* | FSRS review, procedures, hybrid search |
| Ideas | /api/:context/ideas/* | CRUD with semantic search, topics, drafts |
| Tasks | /api/:context/tasks/* | Kanban, Gantt, dependencies, projects |
/api/:context/emails/* | Send/receive with AI categorization | |
| Agents | /api/agents/* | Multi-agent execution, templates, streaming |
| Knowledge Graph | /api/:context/graphrag/* | Entity extraction, hybrid retrieval |
| Voice | /api/:context/voice/* | Real-time STT/TTS pipeline |
Full API documentation: /api-docs (Swagger UI when running)
# Backend (~11,500+ tests)
cd backend && npm test
# Frontend (~1,400+ tests)
cd frontend && npx vitest run
# CLI (108 tests)
cd cli && npm test
ZenAI's memory is powered by ZenBrain — the neuroscience-inspired memory system:
| Layer | Inspired By | Function |
|---|---|---|
| Working Memory | Baddeley (1974) | Active task focus (7±2 items) |
| Short-Term | Session context | Current conversation |
| Episodic | Tulving (1972) | Concrete experiences |
| Semantic | FSRS + Ebbinghaus | Facts with spaced repetition |
| Procedural | Cognitive psychology | "How to do X" skills |
| Core | Letta/MemGPT | Pinned, user-editable facts |
| Cross-Context | ZenBrain architecture | Shared knowledge across domains |
The memory architecture underneath ZenAI is documented and peer-reviewable:
@article{bering2026zenbrain,
title = {ZenBrain: A Neuroscience-Inspired 7-Layer Memory Architecture for Autonomous AI Systems},
author = {Bering, Alexander},
year = {2026},
eprint = {2604.23878},
archivePrefix = {arXiv},
primaryClass = {cs.AI},
url = {https://arxiv.org/abs/2604.23878}
}
To cite this snapshot itself rather than the architecture, see CITATION.cff.
See CONTRIBUTING.md for guidelines.