Restructure memory layers: USER.md/MEMORY.md cleanup, 4 new system pages, memory-layer-architecture concept

systems/noris-ai.md

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+---
+title: "noris AI Platform"
+category: systems
+tags: [ai, llm, noris, gpu, embeddings]
+created: "2026-09-27"
+modified: "2026-09-27"
+---
+
+# noris AI Platform (ai.noris.de)
+
+> Interne AI-Plattform der noris Network AG. Bereitstellung von LLMs, Embeddings und Image Generation.
+
+## Endpoints
+- **Chat:** `https://ai.noris.de/v1/chat/completions`
+- **Embeddings:** `https://ai.noris.de/v1/embeddings`
+- **Images:** `https://ai.noris.de/v1/images/generations` (b64_json)
+
+## Modelle
+| Typ | Modell-ID | Hinweise |
+|-----|-----------|----------|
+| Flagship LLM | `glm-5-2` | Primary, OpenRouter-kompatibel |
+| General | `gemma-4-31b-it` | Vision-fähig, genutzt von LLM Vision |
+| Large MoE | `gpt-oss-120b` | |
+| Mid-range | `qwen3.6-27b` | |
+| Mid-range | `qwen3.8-27b` | |
+| Fast | `ds-v4-flash` | Low-latency, Paperless OCR |
+| Embedding | `harrier` | Vektorembeddings |
+| Image Gen | `qwen-image` | via `/v1/images/gen` |
+| Image Gen | `qsu` | |
+| Image Gen | `qwen-image-2-1` | |
+
+## Verbraucher
+- **Hermes Agent** — Primärmodell `glm-5-2` via OpenRouter
+- **HA LLM Vision** — `gemma-4-31b-it` für Bildanalyse (Frigate Events)
+- **Paperless** — `ds-v4-flash` für OCR/Kategorisierung
+- **Personal Coach Bot** — `glm-5-2` via noris direkt
+
+## Related
+- [[systems/frigate]] — nutzt noris AI für Event-Klassifizierung
+- [[systems/homeassistant]] — LLM Vision Integration
+- [[systems/paperless]] — OCR via ds-v4-flash