docs: STATE.md + index.md aktualisiert — Ist-Zustand 21.03.2026
Routing, Tools, CT 121 Status, Deploy-Workflow dokumentiert. CT 121 Open Deep Research als gestoppt markiert.
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# Hausmeister Bot - STATE
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**Stand:** 21.03.2026
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**Status:** Saubere Local-First Architektur mit Sonar-Websuche
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**Status:** Produktiv, sauber, Local-First Architektur
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## Architektur (3 Pfade)
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---
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| Pfad | Modell | Endpoint | Zweck |
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|------|--------|----------|-------|
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| Text + Tools | qwen3:30b-a3b | Ollama lokal (RTX 3090) | Alle Homelab-Tools |
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| Vision | qwen3-vl:32b | Ollama lokal (RTX 3090) | Bilderkennung, OCR |
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| Websuche | perplexity/sonar | OpenRouter | Preise, News, Recherche |
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| Deep Research | CT 121 LangGraph | Direkt-API | Tiefenrecherche (explizit) |
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| Fallback | qwen2.5:14b | Ollama lokal | Bei Timeout |
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## LLM-Routing (4 Pfade)
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## Routing (_route_model)
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- Web-Keywords (preis, recherche, news, etc.) -> Sonar via OpenRouter
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- Deep Research / Tiefenrecherche -> CT 121 direkt
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- Alles andere -> qwen3:30b-a3b lokal
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| Pfad | Trigger | Modell | Endpoint | Kosten |
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|------|---------|--------|----------|--------|
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| Lokal Text | Standard | qwen3:30b-a3b | Ollama RTX 3090 | $0.00 |
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| Lokal Vision | Bild/Foto | qwen3-vl:32b | Ollama RTX 3090 | $0.00 |
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| Online Suche | preis, gold, news, recherche, ... | perplexity/sonar | OpenRouter | ~$0.005/Anfrage |
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| Tiefensuche | tiefensuche, tiefenrecherche, ... | perplexity/sonar-deep-research | OpenRouter | ~$0.05-0.20/Anfrage |
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| Fallback | Ollama Timeout | qwen2.5:14b | Ollama RTX 3090 | $0.00 |
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## Features
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- /no_think fuer Ollama-Modelle (schnellere Antworten)
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- Timeout-Fallback auf qwen2.5:14b
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- Passthrough-Tools (Grafana-Daten direkt durchreichen)
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- Memory-System + Session-History
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- 19 Tool-Module (auto-discovery via tool_loader)
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### Local-Override (immer lokal, auch bei Kosten-Keywords)
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api kosten, guthaben, openrouter, container, status, fehler, logs,
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feed, backup, memory, mail, seafile, forgejo, grafana, savetv, wordpress, matomo, tailscale
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## Was funktioniert
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- Lokale KI steuert alle Homelab-Dienste (RSS, Proxmox, Loki, etc.)
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- Websuche laeuft ueber Perplexity Sonar (kein Tool-Calling, ein API-Call)
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- Vision lokal via qwen3-vl:32b
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- Deep Research via CT 121
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### Tiefensuche Trigger-Woerter
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tiefensuche, tiefenrecherche, tiefe suche, detailrecherche,
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ausfuehrliche recherche, vollstaendige recherche, recherchiere genau,
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analysiere genau, deep research
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## Git-Stand
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Committed und nach Forgejo gepusht. Auto-Sync laeuft.
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---
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## Tools (40 gesamt, auto-discovery via tool_loader)
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get_api_costs, get_all_containers, get_container_detail, get_container_logs,
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get_errors, count_errors, get_silent_hosts, get_feed_stats,
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get_forgejo_status, create_issue, close_issue, get_grafana_status,
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get_temperaturen, get_energie, get_heizung, get_mail_summary,
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get_mail_count, search_mail, get_mails_by_period, get_smart_mail_digest,
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get_matomo_analytics, get_matomo_trend, memory_read, memory_suggest,
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session_search, session_summary, get_backup_status, get_server_metrics,
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get_server_warnings, get_savetv_status, get_savetv_tipps,
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get_savetv_archive_filme, savetv_record, savetv_download,
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get_seafile_status, get_service_directory, get_tailscale_status,
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web_search, get_wordpress_stats, deep_research
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---
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## CT 121 (deep-research)
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| Service | Status | Anmerkung |
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|---------|--------|-----------|
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| SearXNG (Docker) | aktiv | genutzt von web_search Tool |
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| Open Deep Research | gestoppt + deaktiviert | ersetzt durch Sonar Deep Research |
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Grund: Open Deep Research lieferte schlechte Qualitaet bei Preis- und
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Regionalanfragen (3 Min Wartezeit, kein Ergebnis). Sonar Deep Research
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liefert in 75s strukturierte Reports mit Quellen.
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---
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## KI-Server (RTX 3090, Muldenstein, 100.84.255.83)
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| Modell | Typ | Groesse | Zweck |
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|--------|-----|---------|-------|
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| qwen3:30b-a3b | Text, MoE | 18.5 GB | Standard + Tools |
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| qwen3-vl:32b | Vision+Text | 20.9 GB | Bilder, OCR, Dokumente |
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| qwen2.5:14b | Text | 9 GB | Timeout-Fallback |
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---
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## OpenRouter API (Stand 21.03.2026)
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Guthaben: $45.00 | Verbraucht: ~$24.50 | Rest: ~$20.50
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Verbrauch heute: $1.43 | Woche: $1.81
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Modelle: perplexity/sonar, perplexity/sonar-deep-research
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---
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## Deploy-Workflow (PFLICHT bei jeder Aenderung)
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1. Auto-Sync deaktivieren (crontab + /etc/crontab)
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2. Editieren in /root/homelab-brain/ (= /opt/homelab-brain/)
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3. NIEMALS direkt in /opt/homelab-ai-bot/ editieren (Bind-Mount)
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4. git add -A && git commit && git push origin main
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5. pct exec 116 -- systemctl restart hausmeister-bot
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6. Logs pruefen: journalctl -u hausmeister-bot -n 20
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7. Auto-Sync wieder aktivieren
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---
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## Bekannte Eigenheiten
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- Local-Override muss VOR Web-Trigger in _route_model stehen
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- /no_think wird an Ollama-Anfragen angehaengt (schnellere Antworten)
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- Passthrough-Tools: get_temperaturen, get_energie, get_heizung (Grafana direkt)
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- tool_loader cached Module — nach Code-Aenderungen Service neu starten
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- sync_state.py macht git reset --hard FETCH_HEAD — vernichtet nicht gepushte Commits
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