swarm-master/docs/swarm-infrastructure.md

Swarm Infrastructure

This document is the source-of-truth overview for Will's local swarm/agent infrastructure on the zap workstation. It focuses on the runtime services that support Atlas/Hermes, n8n automation, local model/search/voice tooling, Obsidian/RAG automation, and the new agentmon monitoring layer.

High-level topology

Telegram / Discord / Email
        |
        v
Hermes / Atlas gateway (default profile)
        |
        +--> local tools and specialist profiles
        +--> n8n automation workflows on :18808

n8n automation
        |
        +--> direct watchdog probes for key service ports
        +--> Agentmon Health Watchdog -> agentmon-query :8081
        +--> Obsidian, RAG, voice memo, URL capture, digest workflows

agentmon
        |
        +--> agentmon-swarm-monitor -> Docker labels agentmon.monitor=true
        +--> agentmon-openclaw-monitor -> OpenClaw VM snapshots
        +--> NATS JetStream -> event processor -> Postgres
        +--> query API / UI on :8081 / :8082

local AI/search/voice services
        |
        +--> LiteLLM :18804
        +--> SearXNG :18803
        +--> Brave MCP :18802
        +--> llama.cpp :18806
        +--> Ollama embeddings :18807 (legacy/CPU fallback)
        +--> OpenVINO NPU embeddings :18817
        +--> Kokoro TTS :18805
        +--> Whisper NPU :18816
        +--> approved/not-live NPU sidecars: reranker :18818, router/classifier :18819, GenAI worker :18820, doc/image triage optional :18829

See also:

• swarm-infrastructure.html — visual architecture diagram
• diagram-maintenance.md — how to keep diagrams updated and when to create new ones

Runtime layers

1. Messaging and agent gateway

• Hermes / Atlas default profile is the production messaging gateway.
• Connected platforms include Telegram, Discord, and email.
• Atlas uses local swarm services where suitable, especially search, local LLMs, embeddings, STT/TTS, n8n, and agentmon.
• Specialist Hermes profiles are available for delegated work, but the default profile remains the stable production gateway.

2. n8n automation

Container/service:

• n8n-agent
• Host URL: http://127.0.0.1:18808
• Container URL: http://127.0.0.1:5678
• Compose project: /home/will/lab/swarm/docker-compose.yaml

Important workflow source exports live under:

• swarm-common/n8n-workflows/

Current health/automation patterns:

• Swarm Health Watchdog: direct endpoint checks for search, LLM, voice, n8n, Docker health, etc.
• Agentmon Health Watchdog: polls agentmon aggregate snapshots and alerts on stale/degraded monitoring state.
• RAG and Embedding Health Watchdog: checks RAG/search/embedding path.
• Obsidian workflows: health/reindex, inbox triage, daily review, URL-to-note, chat summary capture, weekly decision/runbook extraction.

3. Agentmon monitoring layer

Repo:

• /home/will/lab/agentmon

Compose services:

• agentmon-ingest on :8080 — ingestion gateway, /healthz
• agentmon-query on :8081 — query API, /healthz, /v1/events, /v1/stats/summary
• agentmon-ui on :8082 — web UI, /healthz
• agentmon-processor — NATS to Postgres event processor
• agentmon-swarm-monitor — monitors Docker containers labeled agentmon.monitor=true
• agentmon-openclaw-monitor — emits OpenClaw VM snapshots
• agentmon-db — Postgres
• agentmon-nats — NATS JetStream

Key query endpoints:

http://127.0.0.1:8080/healthz
http://127.0.0.1:8081/healthz
http://127.0.0.1:8082/healthz
http://127.0.0.1:8081/v1/stats/summary
http://127.0.0.1:8081/v1/events?event_type=swarm.snapshot&limit=1
http://127.0.0.1:8081/v1/events?event_type=swarm.service.snapshot&limit=20
http://127.0.0.1:8081/v1/events?event_type=openclaw.snapshot&limit=3

From inside n8n-agent, use the Docker bridge gateway:

http://172.19.0.1:8081/v1/events?event_type=swarm.snapshot&limit=1

4. Local AI, search, and voice services

Docker services:

• litellm — :18804, OpenAI-compatible LLM router
• litellm-db — Postgres backing LiteLLM
• searxng — :18803, local metasearch
• brave-search — :18802, Brave Search MCP server
• kokoro-tts — :18805, local TTS
• whisper-server-npu — :18816, OpenVINO NPU local transcription
• n8n-agent — :18808, automation

Host/user services:

• llama-server.service — :18806, local llama.cpp OpenAI-compatible LLM
• ollama.service — :18807, legacy/CPU embeddings API fallback
• openvino-embeddings.service — :18817, OpenVINO NPU embeddings API (/v1/embeddings, /api/embed, /api/embeddings)
• docker-health-endpoint.service — :18809, read-only container health for n8n
• obsidian-reindex-endpoint.service — :18810, Obsidian/RAG reindex trigger; default collection obsidian_bge_npu using OpenVINO NPU embeddings
• url-content-extractor.service — :18812, YouTube/PDF/web extraction
• voice-memo-processor.service — :18813, voice memo processing
• rag-embedding-health.service — :18814, RAG/embedding health wrapper

Approved but not live-routed OpenVINO NPU sidecars:

Port	Component	State	Safety boundary
18818	reranker	approved prototype; optional foreground/user-systemd only	request-time only; no Chroma/vector mutation; no live RAG integration unless Will approves
18819	router/classifier	approved prototype; dry-run only	no Hermes/Atlas routing, memory writes, service restarts, or outbound messages
18820	bounded GenAI worker	approved prototype	background jobs only; not primary Atlas/Hermes model routing
18829	document/image triage	CLI-first; optional localhost server	synthetic/non-private smoke data only; no private directory processing; NPU stage is embeddings via :18817

These sidecars must bind to 127.0.0.1 by default, must not be enabled persistently or wired into live Atlas/Hermes/RAG paths without explicit Will approval, and any NPU claim requires a positive /sys/class/accel/accel0/device/npu_busy_time_us delta before/after inference. HTTP 200 alone is not proof.

5. Obsidian and RAG

Vault:

• /home/will/lab/swarm/swarm-common/obsidian-vault/will/will-shared-zap

Local REST API:

• HTTP: 127.0.0.1:27123
• HTTPS: 127.0.0.1:27124

RAG/vector store:

• ChromaDB path: ~/.hermes/data/rag-search/chroma/
• Reindex state/progress: active BGE/NPU state in ~/.hermes/data/rag-search/obsidian_bge_npu_index_state.json and obsidian_bge_npu_reindex_progress.json; legacy Ollama state in obsidian_index_state.json remains for comparison/fallback.
• Active RAG query/reindex embedding backend: OpenVINO NPU embeddings service on :18817, currently bge-base-en-v1.5-int8-ov, collection obsidian_bge_npu.
• Legacy comparison/fallback collection: obsidian, built with Ollama on :18807 using nomic-embed-text.
• Reindex endpoint: POST :18810/reindex for incremental updates, POST :18810/reindex?full=true for full semantic rebuilds, GET :18810/semantic-health to verify vectors plus a search smoke test.

Monitoring model

The monitoring design is intentionally layered:

1. n8n direct probes check critical service endpoints and send deduped alerts.
2. agentmon continuously observes labeled Docker services and OpenClaw state, then writes snapshots through NATS/Postgres.
3. n8n Agentmon Health Watchdog polls agentmon's aggregate state and alerts if the monitoring pipeline itself becomes stale/degraded.
4. Hermes/Atlas can inspect both n8n and agentmon when troubleshooting, and can use the same endpoints as part of operational checks.

This means a single process being alive is not enough: the important signal is whether collection, ingestion, processing, storage, query, and alerting are all functioning.

Agentmon Health Watchdog

Workflow source:

• swarm-common/n8n-workflows/agentmon-health-watchdog.json

Installed n8n workflow:

• Name: Agentmon Health Watchdog
• ID: AgentmonHealthWatchdog
• Schedule: every 5 minutes

Alert conditions:

• agentmon-ingest, agentmon-query, or agentmon-ui /healthz fails.
• Latest swarm.snapshot is missing.
• Latest swarm.snapshot is older than 3 minutes.
• Snapshot issues are non-empty.
• Required agentmon services are missing or not healthy/running:
  • agentmon-ingest
  • agentmon-query
  • agentmon-ui
  • agentmon-processor
  • agentmon-swarm-monitor
  • agentmon-db
  • agentmon-nats

Deduplication:

• Alert after 2 failed checks.
• Reminder every 6 failed runs.
• Recovery message when state returns healthy.

Operational quick checks

From the host:

cd /home/will/lab/swarm
make status
make local-ai-health
./scripts/npu-service-health.sh  # read-only; includes sysfs busy-time proof for :18817
curl -fsS http://127.0.0.1:18808/healthz
curl -fsS http://127.0.0.1:8081/healthz
curl -fsS 'http://127.0.0.1:8081/v1/events?event_type=swarm.snapshot&limit=1' | jq .

From inside n8n-agent:

docker exec n8n-agent /bin/sh -lc '
  wget -qO- -T 5 http://172.19.0.1:8081/healthz
  wget -qO- -T 5 "http://172.19.0.1:8081/v1/events?event_type=swarm.snapshot&limit=1" | head -c 500
'

Verify n8n workflow activation:

docker exec -u node n8n-agent n8n export:workflow \
  --id=AgentmonHealthWatchdog \
  --output=/tmp/agentmon-export.json

docker cp n8n-agent:/tmp/agentmon-export.json /tmp/agentmon-export.json
jq '.[0] | {id,name,active,nodes:(.nodes|length)}' /tmp/agentmon-export.json

Notes and pitfalls

• Do not commit .env, decrypted credentials, raw credential exports, or runtime DB files.
• n8n workflow backups can contain sensitive operational data; keep timestamped raw backups untracked unless intentionally sanitized.
• From host, use 127.0.0.1:<host-port>.
• From n8n-agent, use 127.0.0.1:5678 for n8n itself and 172.19.0.1:<host-port> for host-published swarm services.
• Agentmon /healthz only proves the web/API process is alive; pair it with snapshot freshness to prove the monitoring pipeline is flowing.
• OpenClaw is intentionally dormant unless explicitly re-enabled; do not alert on VMs being shut off by default.
• OpenVINO NPU sidecars on :18818, :18819, :18820, and optional :18829 are prototypes/not-live unless a later approved change installs and routes them. Do not draw live Atlas/Hermes/RAG arrows to them in diagrams until that approval and implementation actually exist.