Reorganize /docs with numbered TOC; deployment rewrite for actual homelab
- /docs/ now contains 12 numbered guides + index.md (navigator).
- Old duplicates removed: nexa-core/doc/, DEPLOYMENT.md, PLAN.md,
config/{classification_logic,workflows_spec}.md.
- 09-deployment.md targets the running infra (LXC 104 docker host,
Zoraxy at 192.168.1.4, existing Memos/n8n/LiteLLM/Nextcloud/Qdrant)
rather than spinning a parallel stack; minimal-config approach.
- 11-open-questions.md tracks user-info-required blockers.
- 12-optimization-opportunities.md captures homelab tweaks.
- CLAUDE.md added so future agent runs know repo conventions and infra.
This commit is contained in:
Claude
@@ -0,0 +1,41 @@
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# Instructions for Claude (and other agents)
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|
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This file tells future automated runs what they need to know about this repo.
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## Repo conventions
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- **Documentation:** all docs live in `/docs/` and are numbered. Entry point is `docs/index.md`. When you add a doc, give it the next free `NN-` prefix and add a row to the index TOC.
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- **Runtime artifacts:** live in `nexa-core/` (workflows, prompts, configs, scripts). Don't put `.md` documentation in there — link from `/docs/` instead.
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- **Source-of-truth:** if a doc duplicates content from `nexa-core/config/*.md`, **delete the duplicate**. Single source of truth.
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## Real infrastructure (verified from screenshots, May 2026)
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- **Proxmox host** `nuc` at `192.168.1.20:8006` (PVE 9.1.9).
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- LXC 102 dns (AdGuard) — internal DNS, rewrites for `*.nuclide.systems`.
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- LXC 103 backrest — backup orchestration.
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- LXC 104 docker — main docker host at `192.168.1.40` (40 containers).
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- LXC 105 nextcloud — Nextcloud at `nc.nuclide.systems`.
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- LXC 106 octoprint — currently *Exited*; flagged in [docs/11](./docs/11-open-questions.md#q13).
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- LXC 108 zoraxy — reverse proxy at `192.168.1.4:8000`, TLS for `*.nuclide.systems`.
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- VM 100 haos — Home Assistant.
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- **Already-running services on docker host** (don't redeploy):
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- Memos `:5230`, n8n `:5678`, LiteLLM `:4000` (UI LobeHub `:3210`), Qdrant (`qdrant_scientific`), ntfy `:7998`, Karakeep/Hoarder, Vaultwarden `:11001`, Pocket-ID `:1411`, Immich, Audiobookshelf, Paperless-ngx, Traccar, Prowlarr, plus MCP containers (`crawl4ai-mcp`, `markitdown-mcp`, `papersearch-mcp`).
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## When working on Nexa
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1. **Read `docs/index.md` first** — it's the navigator.
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2. **Open questions first.** Before writing code or workflow JSON, scan `docs/11-open-questions.md`. If your task touches an unanswered Q, **stop and ask** rather than picking a default. Append new blockers to that doc as `[ ] Q-NN`.
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3. **Optimization findings.** When you spot infrastructure improvements, add them to `docs/12-optimization-opportunities.md` as a numbered bullet — don't just mention them in commit messages.
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4. **Never inline secrets** in workflow JSON or `.env` committed to git. Use n8n credentials, LiteLLM virtual keys, or (longer term) Vaultwarden.
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5. **Keep deployment minimal.** The default answer to *"do we need a new container?"* is **no** — the existing stack covers most needs.
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## Branch policy
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- This branch is `claude/organize-docs-deployment-7N4v2`. Push only here unless told otherwise.
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- New work for an unrelated feature → new branch under `claude/<topic>`.
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## Quick links
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- [docs/index.md](./docs/index.md)
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- [docs/09-deployment.md](./docs/09-deployment.md) — most-touched file during bring-up
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- [docs/11-open-questions.md](./docs/11-open-questions.md) — read **before** assuming defaults
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@@ -1 +1,17 @@
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# nexa
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**Neural Nexus for Information & Automation** — central nervous system for a personal IT setup.
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> Memos = voice & ear · n8n = reflexes · SAIA (LiteLLM) = brain · Qdrant (+ optional graph DB) = memory · Nextcloud = hands.
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## Start here
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📖 **[docs/index.md](./docs/index.md)** — TOC, reading paths, repo layout.
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## Repository layout
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```
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nexa/
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├── docs/ ← all documentation, numbered for reading order
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└── nexa-core/ ← runtime: n8n workflows, configs, prompts, scripts
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```
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@@ -0,0 +1,34 @@
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# 01 — Vision & Scope
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## Vision
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Nexa is the **central nervous system** of a personal IT setup: an intelligent middleware sitting between input sources (Memos, e-mail, RSS, Karakeep, Bluesky), knowledge stores (Obsidian, Qdrant, Nextcloud) and organization tools (Nextcloud Calendar/Tasks).
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|
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### Core goals
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|
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- **Cognitive offload** — Nexa sorts, filters and proposes; it doesn't just store.
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- **Context separation** — clean AI-driven split between *Work* and *Personal*.
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- **Single point of interaction** — Memos is the primary surface ("voice & ear").
|
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- **Knowledge synergy** — link ephemeral memos to deep notes via semantic search.
|
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|
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## Scope
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|
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### In-scope
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- Triaging ~20 personal e-mails per day.
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- Routing tasks to the right Nextcloud list (Work vs. Personal).
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- Suggesting time-boxes in the work calendar.
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- Long-term memory in Qdrant (and optionally a graph DB).
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- Aggregating critical IT alerts (Proxmox, Backrest) into a Memos system feed.
|
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|
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### Out-of-scope
|
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|
||||
- Direct access to work IT (work mail, work servers).
|
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- Active document editing (metadata extraction only).
|
||||
- Replacing specialist UIs (Arcane / Dozzle / Portainer for containers).
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|
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## Success metrics
|
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|
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- **Reduced mail interaction** — less time in the mail app, more on the Nexa digest.
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- **Calendar fill-rate** — focus slots auto-blocked on the work calendar.
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- **Search latency** — old memos / Obsidian notes resurface instantly via `#nexa:ask`.
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@@ -0,0 +1,48 @@
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# 02 — Roadmap & Phases
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|
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Iterative build-out, value-first. Each phase is shippable on its own.
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## Phase 1 — The Spine (connectivity)
|
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|
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**Focus:** datapath between Memos, n8n and SAIA.
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**Milestone:** Nexa replies on Memos and answers simple questions.
|
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|
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- [ ] **1.1 Memos ↔ n8n bridge** — webhook ingress, content filter, comment-back.
|
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- [ ] **1.2 SAIA integration** — call LiteLLM proxy from n8n; chat via Memos comments.
|
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- [ ] **1.3 Git-sync** — periodic export of n8n workflows into this repo.
|
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|
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## Phase 2 — Senses (input channels)
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|
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**Focus:** e-mail filter and the Work-vs-Personal router.
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**Milestone:** Nexa distinguishes work tasks from personal tasks without manual tags.
|
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|
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- [ ] **2.1 Email butler** — filter & summarize the ~20 daily personal mails.
|
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- [ ] **2.2 RSS morning digest** — curated daily summary in Memos.
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- [ ] **2.3 Bluesky antenna** — store liked posts as knowledge snippets.
|
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|
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## Phase 3 — Memory (Qdrant & RAG)
|
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|
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**Focus:** Qdrant + (optional) graph DB for retrieval-augmented answers.
|
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**Milestone:** RAG works — Nexa answers from archived notes.
|
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|
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- [ ] **3.1 Embedding pipeline** — automatic vectorization of Memos & Obsidian.
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- [ ] **3.2 Context retrieval** — `#nexa:ask` reads Qdrant before answering.
|
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- [ ] **3.3 S3 long-term archive** — Qdrant snapshots to the S3 server.
|
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- [ ] **3.4 Graph layer (deferred decision — see [11-open-questions](./11-open-questions.md))** — Neo4j *or* Ontotext GraphDB for structural queries.
|
||||
|
||||
## Phase 4 — Motor (organization & action)
|
||||
|
||||
**Focus:** calendar integration and time-boxing.
|
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**Milestone:** Nexa proactively proposes morning focus slots in the work calendar.
|
||||
|
||||
- [ ] **4.1 Nextcloud Tasks sync** — bidirectional status sync (Memos ↔ NC Tasks).
|
||||
- [ ] **4.2 Time-boxing agent** — calendar-aware slot suggestions.
|
||||
- [ ] **4.3 Karakeep curation** — automated review cycle for saved links.
|
||||
|
||||
## Phase 5 — Daily integration (polish)
|
||||
|
||||
**Focus:** Home Assistant Voice and monitoring.
|
||||
**Milestone:** Nexa speaks via HA-Voice and surfaces critical system states proactively.
|
||||
|
||||
- [ ] **5.1 HA Voice** — Wake-word integration, Wyoming protocol.
|
||||
- [ ] **5.2 System monitoring** — Proxmox / Backrest alerts into the Memos system feed via ntfy.
|
||||
@@ -0,0 +1,63 @@
|
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# 03 — Architecture Overview
|
||||
|
||||
A one-page mental model. For details follow the cross-links.
|
||||
|
||||
## Topology
|
||||
|
||||
```
|
||||
┌────────────────┐
|
||||
voice / typing ──────▶│ Memos │◀──── Nexa replies as comments
|
||||
│ (interface) │
|
||||
└───────┬────────┘
|
||||
│ webhook (- [ ] / #nexa:*)
|
||||
▼
|
||||
┌────────────────┐
|
||||
IMAP / RSS / NC ────▶│ n8n │◀──── workflows live in
|
||||
Karakeep / Bluesky │ (logic) │ ./nexa-core/n8n-workflows
|
||||
└───┬────────┬───┘
|
||||
classify ▲ │ │ ▲ retrieve
|
||||
│ ▼ ▼ │
|
||||
┌──────────┐ ┌──────────┐
|
||||
│ SAIA │ │ Qdrant │
|
||||
│ LiteLLM │ │ vector │
|
||||
└──────────┘ └────┬─────┘
|
||||
│ optional
|
||||
▼
|
||||
┌──────────┐
|
||||
│ Graph │ (Neo4j or Ontotext —
|
||||
│ DB │ see open questions)
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||||
└──────────┘
|
||||
│
|
||||
▼ writes
|
||||
┌──────────────────────────────┐
|
||||
│ Nextcloud (Tasks, Calendar, │
|
||||
│ Mail, Files / Obsidian) │
|
||||
└──────────────────────────────┘
|
||||
```
|
||||
|
||||
## Components
|
||||
|
||||
| Component | Role | Where it runs (today) |
|
||||
|-----------|------|-----------------------|
|
||||
| **Memos** | Interface, voice input, webhook source | docker host LXC 104 → `memos.nuclide.systems` |
|
||||
| **n8n** | Workflow / logic engine | docker host LXC 104 → `n8n.nuclide.systems` |
|
||||
| **SAIA / LiteLLM** | Model gateway, embeddings, classification | docker host LXC 104 → `ai.nuclide.systems` (LiteLLM internal :4000) |
|
||||
| **Qdrant** | Vector memory (semantic recall) | docker host LXC 104 (existing `qdrant_scientific` may be reused — see [11](./11-open-questions.md)) |
|
||||
| **Graph DB** | Structural memory (deferred) | not yet deployed |
|
||||
| **Nextcloud** | Tasks, calendar, mail, files | dedicated LXC 105 → `nc.nuclide.systems` |
|
||||
| **ntfy** | Push channel for system alerts | docker host → `ntfy.nuclide.systems` |
|
||||
| **Backrest** | Backup orchestration | LXC 103 |
|
||||
| **Zoraxy** | Reverse proxy + TLS | LXC 108 (`192.168.1.4:8000`) |
|
||||
| **AdGuard DNS** | Internal name resolution | LXC 102 |
|
||||
| **Home Assistant** | Voice + house automation | VM 100 (HAOS) |
|
||||
|
||||
## Two-pillar memory
|
||||
|
||||
- **Qdrant** answers *"what is similar / relevant?"* (cosine search over embeddings).
|
||||
- **Graph DB** answers *"who, what depends on what, how is it structured?"* (Cypher / SPARQL).
|
||||
|
||||
Both pillars are queried in parallel for `#nexa:ask` and merged before SAIA generates the final answer. See [08 — GraphRAG architecture](./08-graphrag-architecture.md).
|
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|
||||
## Dual-context routing
|
||||
|
||||
Every input is classified `work` or `personal` before any side effect (task creation, calendar write). See [04 — Integration matrix](./04-integration-matrix.md) and [06 — Classification logic](./06-classification-logic.md).
|
||||
@@ -1,4 +1,4 @@
|
||||
# 🔗 Nexa Integrations-Matrix (V2)
|
||||
# 04 — Integrations-Matrix
|
||||
|
||||
Diese Matrix definiert die logische Trennung zwischen privaten und beruflichen Datenströmen sowie die Anbindung der Infrastruktur.
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
# Nexa Command System - #nexa:command
|
||||
# 05 — Command System (`#nexa:*`)
|
||||
|
||||
Nexa "hört" auf folgende Kommandos in Memos-Kommentaren oder als Memo-Inhalt mit Hashtag:
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
# Nexa Klassifizierungs-Logik
|
||||
# 06 — Klassifizierungs-Logik
|
||||
|
||||
Dieser Fragebogen dient der Feinabstimmung von SAIA, um Tasks korrekt zu routen.
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
# Spezifikation: Phase 2 - Task-Router
|
||||
# 07 — Workflow Spec: Phase-2 Task-Router
|
||||
|
||||
## 1. Trigger
|
||||
* **Typ:** Webhook (Memos)
|
||||
@@ -1,4 +1,8 @@
|
||||
# GraphRAG für Nexa - Strukturelles Wissen & Beziehungen
|
||||
# 08 — GraphRAG: Structural Knowledge & Relations
|
||||
|
||||
> ⚠️ **Open decision (see [11-open-questions](./11-open-questions.md))**: this document describes the design with **Neo4j**. The earlier deployment draft referenced **Ontotext GraphDB** (SPARQL). Pick one before Phase 3.4.
|
||||
|
||||
## GraphRAG für Nexa — Strukturelles Wissen & Beziehungen
|
||||
|
||||
## 🧠 Zwei-Säulen-Memory-Architektur
|
||||
|
||||
@@ -0,0 +1,193 @@
|
||||
# 09 — Deployment
|
||||
|
||||
Pragmatic deployment guide that **assumes the existing homelab** and adds only what's missing.
|
||||
|
||||
## What's already running (no action required)
|
||||
|
||||
Surveyed from Homepage / Dozzle / Proxmox / Zoraxy:
|
||||
|
||||
| Service | Host / port | URL |
|
||||
|---------|-------------|-----|
|
||||
| Memos | docker LXC 104 → `:5230` | `https://memos.nuclide.systems` |
|
||||
| n8n | docker LXC 104 → `:5678` | `https://n8n.nuclide.systems` |
|
||||
| LiteLLM (SAIA gateway) | docker LXC 104 → `:4000` | `https://ai.nuclide.systems` (proxies LobeHub UI :3210; API on :4000) |
|
||||
| Nextcloud | LXC 105 | `https://nc.nuclide.systems` |
|
||||
| ntfy | docker LXC 104 → `:7998` | `https://ntfy.nuclide.systems` |
|
||||
| Karakeep (Hoarder) | docker LXC 104 → `:3090` | `https://hoarder.nuclide.systems` |
|
||||
| Home Assistant | VM 100 (HAOS) | `https://ha.nuclide.systems` |
|
||||
| Pocket-ID (OAuth/SSO) | docker LXC 104 → `:1411` | `https://id.nuclide.systems` |
|
||||
| Vaultwarden | docker LXC 104 → `:11001` | `https://vault.nuclide.systems` |
|
||||
| Backrest | LXC 103 | (internal) |
|
||||
| AdGuard DNS | LXC 102 | (internal) |
|
||||
| Zoraxy reverse proxy | LXC 108 → `192.168.1.4:8000` | TLS for *.nuclide.systems |
|
||||
| `qdrant_scientific` (existing) | docker LXC 104 | reuse — see [11](./11-open-questions.md) |
|
||||
|
||||
The deployment task is **not** "spin up the stack" — most of the stack is already up. It is **wire Nexa across these services + add the small bits that are missing**.
|
||||
|
||||
## What's missing for Nexa
|
||||
|
||||
1. **Qdrant collection** for Nexa (`nexa_knowledge`) — either on the existing `qdrant_scientific` or a dedicated container.
|
||||
2. **n8n workflows** (`./nexa-core/n8n-workflows/`) imported into the running n8n.
|
||||
3. **Nextcloud lists & calendars** for Work / Personal / Shopping / Wishes (auto-discovered via `#nexa:config`).
|
||||
4. **Memos webhook → n8n** wired through the Memos config.
|
||||
5. **LiteLLM virtual key** for the `nexa` user with embedding + chat models.
|
||||
6. **A Zoraxy host entry** is *not* needed — Memos / n8n / LiteLLM are already proxied.
|
||||
7. **(Phase 3.4)** decision on graph DB (Neo4j vs. Ontotext GraphDB) — see [11](./11-open-questions.md).
|
||||
|
||||
---
|
||||
|
||||
## Step 1 — Secrets
|
||||
|
||||
Copy `nexa-core/.env.example` → `nexa-core/.env` and fill **only** the secrets:
|
||||
|
||||
```bash
|
||||
cd nexa-core
|
||||
cp .env.example .env
|
||||
$EDITOR .env # MEMOS_API_KEY, SAIA_API_KEY, NC_APP_PASSWORD, QDRANT_API_KEY
|
||||
```
|
||||
|
||||
The `.env` is **only used at bootstrap time**. Everything else (list IDs, calendar IDs, collection sizes) is discovered at runtime via `#nexa:config` (see [05](./05-command-system.md)). No secrets should ever live in n8n workflow JSON — use n8n credentials instead.
|
||||
|
||||
## Step 2 — Qdrant collection
|
||||
|
||||
```bash
|
||||
# adjust QDRANT_HOST in .env first
|
||||
source nexa-core/.env
|
||||
|
||||
curl -X PUT "$QDRANT_HOST/collections/nexa_knowledge" \
|
||||
-H "Content-Type: application/json" \
|
||||
-H "api-key: $QDRANT_API_KEY" \
|
||||
-d @nexa-core/config/qdrant_schema.json
|
||||
```
|
||||
|
||||
> If reusing `qdrant_scientific`, this just adds another collection; no new container needed.
|
||||
|
||||
## Step 3 — LiteLLM virtual key
|
||||
|
||||
In the LiteLLM admin UI (`ai.nuclide.systems`):
|
||||
|
||||
1. Create user `nexa`.
|
||||
2. Issue a virtual key with access to one chat model (e.g. `gpt-4o-mini` / a local Sonnet equivalent) and one embedding model (`text-embedding-3-small`).
|
||||
3. Paste the key into `SAIA_API_KEY` in `.env`.
|
||||
|
||||
## Step 4 — n8n workflows
|
||||
|
||||
Import the JSON exports — credentials are filled inside n8n, not in the JSON:
|
||||
|
||||
```bash
|
||||
# n8n personal access token from the n8n UI: Settings → API
|
||||
N8N_URL=https://n8n.nuclide.systems
|
||||
N8N_TOKEN=... # from the n8n UI
|
||||
|
||||
for f in nexa-core/n8n-workflows/phase-1/*.json \
|
||||
nexa-core/n8n-workflows/phase-2/*.json; do
|
||||
curl -X POST "$N8N_URL/api/v1/workflows" \
|
||||
-H "X-N8N-API-KEY: $N8N_TOKEN" \
|
||||
-H "Content-Type: application/json" \
|
||||
--data-binary "@$f"
|
||||
done
|
||||
```
|
||||
|
||||
Inside n8n, attach credentials to the imported nodes:
|
||||
|
||||
- **Memos** → HTTP header `Authorization: Bearer $MEMOS_API_KEY`
|
||||
- **LiteLLM** → header `Authorization: Bearer $SAIA_API_KEY`
|
||||
- **Nextcloud** → app password
|
||||
- **Qdrant** → header `api-key: $QDRANT_API_KEY`
|
||||
|
||||
Activate each workflow individually after smoke-test.
|
||||
|
||||
## Step 5 — Memos webhook
|
||||
|
||||
In the Memos admin UI, set the webhook URL to the production address of the discovery workflow:
|
||||
|
||||
```
|
||||
https://n8n.nuclide.systems/webhook/memos
|
||||
```
|
||||
|
||||
The same URL is the one the workflow exposes; verify with:
|
||||
|
||||
```bash
|
||||
curl -i https://n8n.nuclide.systems/webhook/memos
|
||||
# expect 200 / 405, never 404
|
||||
```
|
||||
|
||||
## Step 6 — Bootstrap commands via Memos
|
||||
|
||||
Create a memo with body `#nexa:config` — the discovery workflow:
|
||||
|
||||
1. Lists Nextcloud Tasks lists, picks Work / Personal / Shopping / Wishes by name.
|
||||
2. Counts existing Qdrant points in `nexa_knowledge`.
|
||||
3. Verifies LiteLLM reachability + lists available models.
|
||||
4. Replies as a comment with a **runtime-config snapshot** that's stored as Qdrant metadata (`_config` namespace) and as `nexa-core/config/runtime_config.json` (gitignored).
|
||||
|
||||
After this point, `.env` is read-once. Subsequent runs read config from Qdrant.
|
||||
|
||||
## Step 7 — Smoke tests
|
||||
|
||||
```bash
|
||||
# (1) Memos round-trip — should produce a comment within ~5 s
|
||||
curl -X POST https://memos.nuclide.systems/api/v1/memos \
|
||||
-H "Authorization: Bearer $MEMOS_API_KEY" \
|
||||
-H "Content-Type: application/json" \
|
||||
-d '{"content":"- [ ] testing the router #nexa"}'
|
||||
|
||||
# (2) Classification dry-run
|
||||
curl -X POST https://memos.nuclide.systems/api/v1/memos \
|
||||
-H "Authorization: Bearer $MEMOS_API_KEY" \
|
||||
-d '{"content":"#nexa:route-test buy milk"}'
|
||||
|
||||
# (3) RAG test (requires at least one indexed memo/note)
|
||||
curl -X POST https://memos.nuclide.systems/api/v1/memos \
|
||||
-H "Authorization: Bearer $MEMOS_API_KEY" \
|
||||
-d '{"content":"#nexa:ask what is the goal of nexa?"}'
|
||||
```
|
||||
|
||||
## Step 8 — Reverse proxy
|
||||
|
||||
Already done — Zoraxy at `192.168.1.4:8000` terminates TLS for `*.nuclide.systems` and forwards to docker LXC 104 (`192.168.1.40`). **No new entry is required for Nexa**: every service Nexa talks to already has a host entry.
|
||||
|
||||
## Step 9 — Backups
|
||||
|
||||
Already covered by Backrest (LXC 103). Add:
|
||||
|
||||
- **n8n workflows** → `nexa-core/scripts/backup_workflows.sh` (already present) into a Backrest schedule.
|
||||
- **Qdrant snapshots** → schedule a daily `POST /collections/nexa_knowledge/snapshots` and rsync to S3 (`s3.nuclide.systems`). Add as a Backrest pre-hook on the docker host.
|
||||
|
||||
For deeper detail: [10 — Operations](./10-operations.md).
|
||||
|
||||
---
|
||||
|
||||
## Phase add-on: graph DB (Phase 3.4)
|
||||
|
||||
Defer until 3.1–3.3 ship. When needed, two minimal options — pick one:
|
||||
|
||||
### Option A — Neo4j (lighter, popular for graph-RAG)
|
||||
|
||||
```yaml
|
||||
# nexa-core/docker-compose.graph.yml
|
||||
services:
|
||||
neo4j:
|
||||
image: neo4j:5-community
|
||||
container_name: nexa-neo4j
|
||||
ports: ["7687:7687", "7474:7474"]
|
||||
environment:
|
||||
NEO4J_AUTH: "neo4j/${NEO4J_PASSWORD}"
|
||||
NEO4J_server_memory_heap_max__size: 2G
|
||||
volumes: ["./data/neo4j:/data"]
|
||||
restart: unless-stopped
|
||||
```
|
||||
|
||||
### Option B — Ontotext GraphDB (SPARQL, RDF native)
|
||||
|
||||
Keep the snippet from the original `DEPLOYMENT.md` Schritt 1.3 for `graphdb`. Heavier (~4 GB heap), only justified if you want SHACL / OWL reasoning.
|
||||
|
||||
Add a Zoraxy host entry `graph.nuclide.systems` → `192.168.1.40:7474` (Neo4j) or `:7200` (GraphDB) **only if** browser access is desired; otherwise n8n talks to it on the docker network.
|
||||
|
||||
---
|
||||
|
||||
## Step-back / rollback
|
||||
|
||||
- **Disable any Nexa workflow** in n8n — deactivates the side effect immediately, Memos webhooks become no-ops.
|
||||
- **Drop a Qdrant collection** — `curl -X DELETE $QDRANT_HOST/collections/nexa_knowledge -H "api-key: $QDRANT_API_KEY"`.
|
||||
- **Re-discover** — `#nexa:reset-config` then `#nexa:config`.
|
||||
@@ -0,0 +1,95 @@
|
||||
# 10 — Operations
|
||||
|
||||
Day-2 concerns. Backups, monitoring, troubleshooting.
|
||||
|
||||
## Backups
|
||||
|
||||
Backrest (LXC 103) already handles file-level snapshots. Add Nexa-specific items:
|
||||
|
||||
| What | How | Frequency |
|
||||
|------|-----|-----------|
|
||||
| n8n workflow JSON | `nexa-core/scripts/backup_workflows.sh` → git push | hourly cron in n8n container |
|
||||
| Qdrant `nexa_knowledge` | `POST /collections/nexa_knowledge/snapshots` → rsync to `s3.nuclide.systems` | daily (Backrest pre-hook) |
|
||||
| Memos DB | Backrest snapshot of Memos data dir | already covered |
|
||||
| Nextcloud | Nextcloud's own backup app + Backrest of `/var/www/nextcloud/data` | already covered |
|
||||
| `runtime_config.json` (Qdrant `_config` namespace) | Qdrant snapshot covers it | n/a |
|
||||
|
||||
## Monitoring
|
||||
|
||||
| Signal | Source | Sink |
|
||||
|--------|--------|------|
|
||||
| Container up/down | Dozzle (`192.168.1.40:3553`) + docker healthchecks | Memos system feed via ntfy |
|
||||
| n8n workflow failures | n8n built-in failure-webhook | ntfy → `nexa.system` topic |
|
||||
| Proxmox / disk / memory alerts | Proxmox notification target → ntfy | ntfy → Memos digest |
|
||||
| LiteLLM rate-limit | LiteLLM logs / cost-tracking | Memos morning digest |
|
||||
| Backrest run status | Backrest webhook | ntfy |
|
||||
|
||||
A **single ntfy topic `nexa.system`** is the convention; n8n has one workflow that re-broadcasts it as a Memos comment under a pinned `[SYSTEM]` memo.
|
||||
|
||||
## Troubleshooting
|
||||
|
||||
### Memos webhook not firing
|
||||
|
||||
```bash
|
||||
# is the Memos webhook config still pointing at n8n?
|
||||
curl -s -H "Authorization: Bearer $MEMOS_API_KEY" \
|
||||
https://memos.nuclide.systems/api/v1/workspace/setting | jq '.webhooks'
|
||||
|
||||
# does n8n still expose the path?
|
||||
curl -i https://n8n.nuclide.systems/webhook/memos # expect 200/405, never 404
|
||||
```
|
||||
|
||||
If 404 → workflow is inactive in n8n. Activate.
|
||||
|
||||
### LiteLLM 401 / 429
|
||||
|
||||
- 401 → the Nexa virtual key was rotated. Reissue, update `.env`, re-create the n8n credential.
|
||||
- 429 → set per-key TPM/RPM limits in LiteLLM admin; classification calls are tiny (<300 tok), embeddings are the bulk.
|
||||
|
||||
### Qdrant `nexa_knowledge` empty
|
||||
|
||||
```bash
|
||||
# is the indexing workflow active?
|
||||
docker logs nexa-n8n 2>&1 | grep memos_bridge | tail
|
||||
|
||||
# manual index test
|
||||
curl -X POST https://memos.nuclide.systems/api/v1/memos \
|
||||
-H "Authorization: Bearer $MEMOS_API_KEY" \
|
||||
-d '{"content":"manual probe #nexa"}'
|
||||
|
||||
# point count
|
||||
curl -s -H "api-key: $QDRANT_API_KEY" \
|
||||
$QDRANT_HOST/collections/nexa_knowledge | jq '.result.points_count'
|
||||
```
|
||||
|
||||
### Wrong list routing (Work vs Personal)
|
||||
|
||||
1. Run `#nexa:route-test <text>` and check the confidence value.
|
||||
2. If <0.7 the router defaults to Personal (by design — see [06](./06-classification-logic.md)).
|
||||
3. Tune the system prompt in `nexa-core/ai-prompts/system_prime.txt`; commit the change.
|
||||
|
||||
### "Where did Nexa store this?"
|
||||
|
||||
```bash
|
||||
# state dump
|
||||
curl -X POST https://memos.nuclide.systems/api/v1/memos \
|
||||
-d '{"content":"#nexa:export-state"}'
|
||||
# returns runtime_config + counters as a JSON memo
|
||||
```
|
||||
|
||||
## Log locations
|
||||
|
||||
| Component | Where |
|
||||
|-----------|-------|
|
||||
| Memos | `docker logs nexa-memos` (LXC 104) |
|
||||
| n8n | `docker logs nexa-n8n` |
|
||||
| LiteLLM | `docker logs litellm` |
|
||||
| Qdrant | `docker logs qdrant_scientific` |
|
||||
| Zoraxy | LXC 108 web UI → Statistical Analysis |
|
||||
| Backrest | LXC 103 web UI |
|
||||
|
||||
For a one-shot dump:
|
||||
|
||||
```bash
|
||||
ssh nuc 'docker compose -p nexa logs --tail 500' > /tmp/nexa.log
|
||||
```
|
||||
@@ -0,0 +1,29 @@
|
||||
# 11 — Open Questions (user-info-required)
|
||||
|
||||
Items that **block progress** and need a human decision before a workflow can be implemented or a service deployed. Tick them off as you decide.
|
||||
|
||||
## Architectural decisions
|
||||
|
||||
- [ ] **Q1 — Graph DB choice.** Phase 3.4 says *Neo4j* in [08](./08-graphrag-architecture.md) but the original deployment draft used *Ontotext GraphDB*. **Recommendation:** Neo4j (smaller footprint, Cypher is friendlier for n8n HTTP nodes, no SHACL/OWL needs identified). Confirm or override.
|
||||
- [ ] **Q2 — Reuse `qdrant_scientific` or run a dedicated `nexa-qdrant`?** Reuse keeps memory usage flat (~670 MB seen on Homepage); dedicated gives clean isolation and independent snapshot lifecycle. **Recommendation:** reuse with a `nexa_*` collection prefix.
|
||||
- [ ] **Q3 — Embeddings model.** Default in `infra_manifest.yaml` is `text-embedding-3-small` (OpenAI). Is the LiteLLM virtual key authorised to call it, or should we route to a self-hosted alternative (e.g. `bge-m3` via Ollama on the same host)?
|
||||
- [ ] **Q4 — Obsidian sync mechanism.** `system_prime.txt` references Obsidian Context, but the current setup syncs via Nextcloud (`nc.nuclide.systems` → `Notizen` folder, ~200 MB). Should Nexa watch the **filesystem on LXC 105** (NC data dir) or **the Nextcloud WebDAV API**? FS is cheaper, WebDAV is portable.
|
||||
- [ ] **Q5 — Karakeep vs. Hoarder naming.** The Zoraxy host is `hoarder.nuclide.systems` but the container is `karakeep-*` and Homepage labels it Karakeep. They're the same product (rename in 2024). Pick one display name to use in docs and prompts.
|
||||
|
||||
## Identifiers needed (auto-discoverable, but list now if known)
|
||||
|
||||
- [ ] **Q6 — Nextcloud Tasks list IDs** for: `Work_Tasks`, `Personal_Tasks`, `Shopping`, `Wishes`. Discovery via `#nexa:config` will fill these — confirm names match.
|
||||
- [ ] **Q7 — Nextcloud Calendar IDs** for: `Work_Calendar`, primary personal calendar.
|
||||
- [ ] **Q8 — IMAP credentials for the personal mail account.** Can n8n reuse a Nextcloud Mail account (preferred — no extra password) or must we add a dedicated IMAP entry?
|
||||
- [ ] **Q9 — ntfy topic name** for `nexa.system`. Is the topic public on `ntfy.nuclide.systems` or should it be authenticated?
|
||||
- [ ] **Q10 — Pocket-ID role.** `id.nuclide.systems` is running. Do we want SSO in front of the n8n / Memos UIs, or skip for now?
|
||||
|
||||
## Hardware / capacity
|
||||
|
||||
- [ ] **Q11 — RAM headroom on docker host.** Homepage shows 29.5 GiB free out of ~31 GiB total, ~8.5 GB used. Phase-3 Qdrant indexing of Obsidian + Memos history is fine here, but a Phase-3.4 GraphDB choice changes this (Neo4j ~2 GB heap, Ontotext ~4 GB). Confirm acceptable.
|
||||
- [ ] **Q12 — S3 archive bucket.** `s3.nuclide.systems` is up. Bucket name + access key for Qdrant snapshots?
|
||||
|
||||
## Process
|
||||
|
||||
- [ ] **Q13 — Octoprint container is Exited** (Homepage). Out of scope for Nexa, but flagging it because Phase 5 monitoring would alert on it. Suppress, or is it intentional?
|
||||
- [ ] **Q14 — `Missing Widget Type: zoraxy`** on Homepage — Homepage doesn't have a Zoraxy widget yet. Cosmetic, unrelated to Nexa.
|
||||
@@ -0,0 +1,25 @@
|
||||
# 12 — Optimization Opportunities
|
||||
|
||||
Observations from the running infrastructure. Each item is independent — accept, defer, or reject.
|
||||
|
||||
## For Nexa directly
|
||||
|
||||
1. **Reuse, don't redeploy.** The earlier `DEPLOYMENT.md` would have spun a second Memos / n8n / Qdrant. The current homelab already runs all three. The new [09-deployment](./09-deployment.md) treats these as pre-existing — keeps the config minimal and avoids port collisions.
|
||||
2. **Use LiteLLM virtual keys per logical caller.** Today there's one SAIA key. Issuing one key per workflow (`nexa-router`, `nexa-embed`, `nexa-digest`) lets you set different per-key rate/cost limits and disable a single workflow without rotating everything.
|
||||
3. **Use n8n's *credential* objects, never inline secrets.** The current workflows under `nexa-core/n8n-workflows/phase-1/*.json` should be reviewed — if any header `Authorization` is hardcoded, replace with credential references before importing.
|
||||
4. **Centralise system alerts on a single ntfy topic** (`nexa.system`). Backrest, Proxmox notifications, n8n failure-webhook and the Octoprint Exited state all go to that topic; one Memos system memo aggregates them.
|
||||
5. **Defer graph DB until Phase 3.4.** Qdrant alone covers ~80% of the assistant's daily value. The graph DB is justified once you actually need dependency analysis or critical-path queries.
|
||||
6. **Auto-export n8n workflows.** `nexa-core/scripts/backup_workflows.sh` already exists. Schedule it inside the n8n container (cron) and let it `git commit && git push` — this is the cheapest disaster recovery.
|
||||
|
||||
## For the wider homelab (out of scope but worth noting)
|
||||
|
||||
7. **Octoprint `EXITED`** — either remove the Homepage entry or fix the container; right now it permanently shows red.
|
||||
8. **Zoraxy widget missing** on Homepage. Homepage v1.x has no built-in Zoraxy widget, but you can use the generic `customapi` widget against `/api/stats/summary` to surface request counts.
|
||||
9. **AI gateway naming.** `ai.nuclide.systems` currently proxies LobeHub (a chat UI on `:3210`), while the LiteLLM API lives on `:4000`. For Nexa, point n8n directly at LiteLLM (`http://192.168.1.40:4000` over the docker net — no public TLS hop needed) to save latency and isolate from UI restarts.
|
||||
10. **MCP servers consolidation.** Dozzle shows `crawl4ai-mcp`, `markitdown-mcp`, `papersearch-mcp` running individually. They're all MCP servers — Nexa Phase-3 could pull from these via LiteLLM's MCP support to enrich the embedding pipeline (e.g. fetch + markitdown a Karakeep link before embedding).
|
||||
11. **Backup the n8n SQLite file** — Backrest covers `/home/node/.n8n` if added; today the only "backup" is the workflow JSON which omits credentials and execution history.
|
||||
12. **Pocket-ID SSO in front of n8n** would let you remove n8n basic-auth and unify session management across the whole stack. One-time setup, large UX win.
|
||||
13. **Vaultwarden as the secret store** for Nexa secrets (`SAIA_API_KEY`, `MEMOS_API_KEY`, …) — read at bootstrap via the Bitwarden CLI from inside the docker host. Removes the need for a `.env` on disk.
|
||||
14. **AdGuard as DNS-based control plane.** Since AdGuard is the resolver for the LAN, you can rewrite `*.nuclide.systems` to `192.168.1.4` (Zoraxy) internally and avoid a hairpin via the WAN — already the case if AdGuard rewrite rules are set, worth verifying.
|
||||
15. **Immich + Qdrant.** Immich is already running and embeds photos with CLIP. If you ever want photo-aware Nexa answers, you can mount Immich's existing search via its API — no second embedding pass.
|
||||
16. **Disk usage on LXC 104** is 47.7 % (Proxmox). Monitor; n8n execution logs and Dozzle history are the usual culprits. Setting `EXECUTIONS_DATA_PRUNE=true` and `EXECUTIONS_DATA_MAX_AGE=168` (7 days) on n8n keeps it bounded.
|
||||
@@ -0,0 +1,50 @@
|
||||
# NEXA Documentation
|
||||
|
||||
**Neural Nexus for Information & Automation** — the central nervous system that ties Memos, n8n, SAIA (LiteLLM), Nextcloud and a vector store into one assistant.
|
||||
|
||||
This is the documentation entry point. Read top-to-bottom for first-time setup, or jump to the section you need.
|
||||
|
||||
---
|
||||
|
||||
## Table of Contents
|
||||
|
||||
| # | Document | Read when… |
|
||||
|---|----------|------------|
|
||||
| 01 | [Vision & Scope](./01-vision-and-scope.md) | You want to understand *what* Nexa is and isn't. |
|
||||
| 02 | [Roadmap & Phases](./02-roadmap.md) | You want to know the implementation order. |
|
||||
| 03 | [Architecture Overview](./03-architecture.md) | You need a one-page mental model. |
|
||||
| 04 | [Integration Matrix](./04-integration-matrix.md) | You're wiring up a new data source or mapping work-vs-personal flows. |
|
||||
| 05 | [Command System](./05-command-system.md) | You want to know what `#nexa:*` commands do. |
|
||||
| 06 | [Classification Logic](./06-classification-logic.md) | You're tuning the work/personal router. |
|
||||
| 07 | [Workflow Spec — Task Router](./07-workflow-spec.md) | You're building the Phase-2 router workflow. |
|
||||
| 08 | [GraphRAG Architecture](./08-graphrag-architecture.md) | You're working on Phase 3 (Qdrant + Graph). |
|
||||
| 09 | [Deployment](./09-deployment.md) | You're bringing Nexa up on the real infrastructure. |
|
||||
| 10 | [Operations](./10-operations.md) | You need backup, monitoring or troubleshooting. |
|
||||
| 11 | [Open Questions (user-info-required)](./11-open-questions.md) | Items the user still has to answer before progress. |
|
||||
| 12 | [Optimization Opportunities](./12-optimization-opportunities.md) | Ideas worth considering for the wider homelab. |
|
||||
|
||||
---
|
||||
|
||||
## Reading paths
|
||||
|
||||
- **First-time installer:** 01 → 03 → 09 → 10 → 11
|
||||
- **Workflow author:** 04 → 05 → 07 → 06
|
||||
- **Phase-3 work (memory):** 08 → 09 (§ Phase 3 add-on)
|
||||
- **Stakeholder / quick read:** 01 → 02 → 12
|
||||
|
||||
---
|
||||
|
||||
## Repository layout
|
||||
|
||||
```
|
||||
nexa/
|
||||
├── README.md → points here
|
||||
├── docs/ → you are here
|
||||
└── nexa-core/ → the actual project
|
||||
├── ai-prompts/ → SAIA system prompts
|
||||
├── config/ → runtime config (YAML, JSON schema)
|
||||
├── n8n-workflows/ → exported workflows, version-controlled
|
||||
└── scripts/ → automation helpers
|
||||
```
|
||||
|
||||
Source-of-truth for *runnable* config stays in `nexa-core/`. Documentation lives here in `docs/`.
|
||||
@@ -1,629 +0,0 @@
|
||||
# NEXA Deployment Guide
|
||||
|
||||
## 🚀 Architektur-Überblick
|
||||
|
||||
```
|
||||
┌─────────────────────────────────────────────────┐
|
||||
│ MEMOS (Port 5230) │
|
||||
│ Interface, Voice-Input, Webhooks │
|
||||
└────────────────────┬────────────────────────────┘
|
||||
│
|
||||
┌───────────┼───────────┐
|
||||
↓ ↓ ↓
|
||||
┌────────┐ ┌────────┐ ┌──────────┐
|
||||
│ n8n │ │ SAIA │ │ Nextcloud│
|
||||
│Logic │ │LiteLLM │ │Tasks/Mail│
|
||||
│7879 │ │4000 │ │80/443 │
|
||||
└────┬───┘ └────┬───┘ └─────┬────┘
|
||||
│ │ │
|
||||
┌────┴───────────┼────────────┴────┐
|
||||
↓ ↓ ↓
|
||||
┌─────────┐ ┌────────────┐ ┌──────────────┐
|
||||
│ QDRANT │ │ GraphDB │ │ Obsidian │
|
||||
│Vector │ │ (Ontotext) │ │(local sync) │
|
||||
│6333 │ │7200 │ │ │
|
||||
└─────────┘ └────────────┘ └──────────────┘
|
||||
```
|
||||
|
||||
---
|
||||
|
||||
## 📋 Voraussetzungen
|
||||
|
||||
### Hardware
|
||||
- **CPU**: Min. 4 Cores (empfohlen 8)
|
||||
- **RAM**: Min. 16 GB (empfohlen 32 GB)
|
||||
- **Storage**: Min. 100 GB SSD (für Datenbanken & Backups)
|
||||
- **Network**: Stabile Verbindung, HTTPS-ready
|
||||
|
||||
### Software
|
||||
- Docker & Docker Compose (Version 20.10+)
|
||||
- Git
|
||||
- Bash
|
||||
- curl/wget
|
||||
- `.env` Datei aus `.env.example` (mit Secrets gefüllt)
|
||||
|
||||
### Accounts & Credentials
|
||||
- Nextcloud Instanz mit Admin-Zugang
|
||||
- OpenAI API-Key (für SAIA/LiteLLM)
|
||||
- Obsidian Vault Zugang lokalem Filesystem
|
||||
|
||||
---
|
||||
|
||||
## 🐳 Schritt 1: Docker Compose Setup
|
||||
|
||||
### 1.1 Repository klonen
|
||||
|
||||
```bash
|
||||
git clone https://github.com/noheton/nexa.git
|
||||
cd nexa/nexa-core
|
||||
```
|
||||
|
||||
### 1.2 .env konfigurieren
|
||||
|
||||
```bash
|
||||
cp .env.example .env
|
||||
# WICHTIG: Alle Secrets eintragen!
|
||||
# - MEMOS_API_KEY
|
||||
# - SAIA_API_KEY
|
||||
# - NC_APP_PASSWORD
|
||||
# - QDRANT_API_KEY
|
||||
# - GRAPHDB_PASSWORD
|
||||
nano .env
|
||||
```
|
||||
|
||||
### 1.3 docker-compose.yml erstellen
|
||||
|
||||
```bash
|
||||
cat > docker-compose.yml << 'EOF'
|
||||
version: '3.8'
|
||||
|
||||
services:
|
||||
# ===== MEMOS (Interface) =====
|
||||
memos:
|
||||
image: neosmemo/memos:latest
|
||||
container_name: nexa-memos
|
||||
ports:
|
||||
- "5230:5230"
|
||||
volumes:
|
||||
- ./data/memos:/root/.memos
|
||||
environment:
|
||||
MEMOS_PORT: "5230"
|
||||
MEMOS_DRIVER: sqlite
|
||||
MEMOS_DSN: /root/.memos/memos.db
|
||||
networks:
|
||||
- nexa
|
||||
restart: unless-stopped
|
||||
|
||||
# ===== n8n (Workflow Engine) =====
|
||||
n8n:
|
||||
image: n8nio/n8n:latest
|
||||
container_name: nexa-n8n
|
||||
ports:
|
||||
- "5678:5678"
|
||||
volumes:
|
||||
- ./data/n8n:/home/node/.n8n
|
||||
- ./n8n-workflows:/workflows
|
||||
environment:
|
||||
N8N_BASIC_AUTH_ACTIVE: "true"
|
||||
N8N_BASIC_AUTH_USER: "${N8N_USER:-admin}"
|
||||
N8N_BASIC_AUTH_PASSWORD: "${N8N_PASSWORD:-nexa_secure_pass}"
|
||||
N8N_HOST: "${N8N_DOMAIN:-localhost}"
|
||||
N8N_PORT: "5678"
|
||||
N8N_PROTOCOL: https
|
||||
N8N_WEBHOOK_URL: "https://${N8N_DOMAIN:-localhost}/webhook"
|
||||
GENERIC_TIMEZONE: Europe/Berlin
|
||||
DB_TYPE: sqlite
|
||||
DB_SQLITE_PATH: /home/node/.n8n/nexa.db
|
||||
networks:
|
||||
- nexa
|
||||
restart: unless-stopped
|
||||
depends_on:
|
||||
- memos
|
||||
|
||||
# ===== QDRANT (Vector DB) =====
|
||||
qdrant:
|
||||
image: qdrant/qdrant:latest
|
||||
container_name: nexa-qdrant
|
||||
ports:
|
||||
- "6333:6333"
|
||||
volumes:
|
||||
- ./data/qdrant:/qdrant/storage
|
||||
environment:
|
||||
QDRANT_API_KEY: "${QDRANT_API_KEY}"
|
||||
networks:
|
||||
- nexa
|
||||
restart: unless-stopped
|
||||
|
||||
# ===== GraphDB (Ontotext SPARQL) =====
|
||||
graphdb:
|
||||
image: ontotext/graphdb:10-ee
|
||||
container_name: nexa-graphdb
|
||||
ports:
|
||||
- "7200:7200"
|
||||
volumes:
|
||||
- ./data/graphdb:/opt/graphdb/data
|
||||
- ./config/graphdb-init.ttl:/graphdb-import/import.ttl
|
||||
environment:
|
||||
GDB_JAVA_OPTS: "-Xmx8g -Xms4g"
|
||||
GDB_PASSWORD: "${GRAPHDB_PASSWORD}"
|
||||
networks:
|
||||
- nexa
|
||||
restart: unless-stopped
|
||||
|
||||
# ===== SAIA / LiteLLM Proxy (optional - wenn lokal) =====
|
||||
# (Falls SAIA extern gehostet: nicht nötig)
|
||||
|
||||
networks:
|
||||
nexa:
|
||||
driver: bridge
|
||||
|
||||
volumes:
|
||||
nexa_memos:
|
||||
nexa_n8n:
|
||||
nexa_qdrant:
|
||||
nexa_graphdb:
|
||||
EOF
|
||||
```
|
||||
|
||||
---
|
||||
|
||||
## 🔧 Schritt 2: Individuelle Service-Konfiguration
|
||||
|
||||
### 2.1 MEMOS Initialisierung
|
||||
|
||||
```bash
|
||||
# Nach memos startup (ca. 30s)
|
||||
curl -X POST http://localhost:5230/api/v1/auth/signup \
|
||||
-H "Content-Type: application/json" \
|
||||
-d '{
|
||||
"username": "nexa",
|
||||
"password": "secure_password"
|
||||
}'
|
||||
|
||||
# API-Token generieren
|
||||
TOKEN=$(curl -X POST http://localhost:5230/api/v1/auth/signin \
|
||||
-H "Content-Type: application/json" \
|
||||
-d '{"username":"nexa","password":"secure_password"}' \
|
||||
| jq -r '.data.token')
|
||||
|
||||
echo "MEMOS_API_KEY=$TOKEN" >> .env
|
||||
```
|
||||
|
||||
### 2.2 Qdrant Konfiguration
|
||||
|
||||
```bash
|
||||
# Warte auf Qdrant startup
|
||||
sleep 10
|
||||
|
||||
# Erstelle Collection für Nexa
|
||||
curl -X PUT "http://localhost:6333/collections/nexa_knowledge" \
|
||||
-H "Content-Type: application/json" \
|
||||
-H "api-key: ${QDRANT_API_KEY}" \
|
||||
-d '{
|
||||
"vectors": {
|
||||
"size": 1536,
|
||||
"distance": "Cosine"
|
||||
},
|
||||
"optimizers_config": {
|
||||
"deleted_threshold": 0.2,
|
||||
"vacuum_threshold": 0.5,
|
||||
"default_segment_number": 5,
|
||||
"max_segment_number": 30,
|
||||
"memmap_threshold": 268435456,
|
||||
"indexing_threshold": 20000,
|
||||
"flush_interval_sec": 10,
|
||||
"max_optimization_threads": 4
|
||||
}
|
||||
}'
|
||||
|
||||
echo "✅ Qdrant Collection erstellt"
|
||||
```
|
||||
|
||||
### 2.3 GraphDB Initialisierung
|
||||
|
||||
```bash
|
||||
# Warte auf GraphDB startup
|
||||
sleep 15
|
||||
|
||||
# Erstelle Repository
|
||||
GRAPHDB_URL="http://localhost:7200"
|
||||
|
||||
curl -X POST "$GRAPHDB_URL/rest/repositories" \
|
||||
-H "Content-Type: application/json" \
|
||||
-u "admin:${GRAPHDB_PASSWORD}" \
|
||||
-d '{
|
||||
"id": "nexa_knowledge",
|
||||
"title": "Nexa Knowledge Graph",
|
||||
"type": "free",
|
||||
"params": {
|
||||
"baseURL": {
|
||||
"label": "Base URL",
|
||||
"value": "http://nexa.local/"
|
||||
},
|
||||
"defaultLanguage": {
|
||||
"label": "Default language",
|
||||
"value": "en"
|
||||
}
|
||||
}
|
||||
}'
|
||||
|
||||
echo "✅ GraphDB Repository erstellt"
|
||||
```
|
||||
|
||||
### 2.4 n8n Workflows Import
|
||||
|
||||
```bash
|
||||
# Warte auf n8n startup (ca. 60s)
|
||||
sleep 60
|
||||
|
||||
# Importiere Discovery Workflow
|
||||
curl -X POST http://localhost:5678/api/v1/workflows \
|
||||
-H "Content-Type: application/json" \
|
||||
-u "admin:${N8N_PASSWORD}" \
|
||||
-d @n8n-workflows/phase-1/1_1_discovery_workflow.json
|
||||
|
||||
# Importiere Memos Bridge
|
||||
curl -X POST http://localhost:5678/api/v1/workflows \
|
||||
-H "Content-Type: application/json" \
|
||||
-u "admin:${N8N_PASSWORD}" \
|
||||
-d @n8n-workflows/phase-1/1_2_memos_bridge_v2.json
|
||||
|
||||
# Importiere Email Butler
|
||||
curl -X POST http://localhost:5678/api/v1/workflows \
|
||||
-H "Content-Type: application/json" \
|
||||
-u "admin:${N8N_PASSWORD}" \
|
||||
-d @n8n-workflows/phase-2/2_1_email_butler.json
|
||||
|
||||
echo "✅ n8n Workflows importiert"
|
||||
```
|
||||
|
||||
---
|
||||
|
||||
## 🚀 Schritt 3: Deployment starten
|
||||
|
||||
### 3.1 Docker Compose Up
|
||||
|
||||
```bash
|
||||
docker-compose up -d
|
||||
|
||||
# Logs überwachen
|
||||
docker-compose logs -f
|
||||
```
|
||||
|
||||
### 3.2 Health Checks
|
||||
|
||||
```bash
|
||||
# Health Check Script
|
||||
check_service() {
|
||||
local name=$1
|
||||
local url=$2
|
||||
echo "Checking $name..."
|
||||
if curl -s "$url" > /dev/null; then
|
||||
echo "✅ $name: OK"
|
||||
else
|
||||
echo "❌ $name: FAILED"
|
||||
fi
|
||||
}
|
||||
|
||||
sleep 30
|
||||
|
||||
check_service "Memos" "http://localhost:5230"
|
||||
check_service "n8n" "http://localhost:5678"
|
||||
check_service "Qdrant" "http://localhost:6333/health"
|
||||
check_service "GraphDB" "http://localhost:7200/health"
|
||||
|
||||
echo ""
|
||||
echo "🎯 Service URLs:"
|
||||
echo " - Memos: http://localhost:5230"
|
||||
echo " - n8n: http://localhost:5678"
|
||||
echo " - Qdrant: http://localhost:6333"
|
||||
echo " - GraphDB: http://localhost:7200"
|
||||
```
|
||||
|
||||
---
|
||||
|
||||
## ⚙️ Schritt 4: Konfiguration via Command System
|
||||
|
||||
### 4.1 Discovery-Workflow triggern
|
||||
|
||||
```bash
|
||||
# In Memos Memo erstellen:
|
||||
# #nexa:config
|
||||
|
||||
# Oder via API:
|
||||
curl -X POST http://localhost:5678/api/v1/workflows/run \
|
||||
-H "Content-Type: application/json" \
|
||||
-u "admin:${N8N_PASSWORD}" \
|
||||
-d '{
|
||||
"workflowId": "discovery-workflow-id"
|
||||
}'
|
||||
```
|
||||
|
||||
### 4.2 Automatische Konfiguration laden
|
||||
|
||||
Nach erfolgreichem Discovery werden Nextcloud-Listen-IDs:
|
||||
|
||||
```bash
|
||||
# Es wird automatisch aktualisiert in:
|
||||
# - Qdrant: als Metadata
|
||||
# - n8n: als Umgebungsvariablen
|
||||
# - Memos: als Confirmation-Memo
|
||||
```
|
||||
|
||||
---
|
||||
|
||||
## 🔐 Schritt 5: Reverse Proxy Setup (Production)
|
||||
|
||||
### 5.1 Nginx Configuration
|
||||
|
||||
```bash
|
||||
cat > /etc/nginx/sites-available/nexa.conf << 'EOF'
|
||||
upstream memos_backend {
|
||||
server localhost:5230;
|
||||
}
|
||||
|
||||
upstream n8n_backend {
|
||||
server localhost:5678;
|
||||
}
|
||||
|
||||
upstream qdrant_backend {
|
||||
server localhost:6333;
|
||||
}
|
||||
|
||||
upstream graphdb_backend {
|
||||
server localhost:7200;
|
||||
}
|
||||
|
||||
server {
|
||||
listen 443 ssl http2;
|
||||
server_name nexa.yourdomain.com;
|
||||
|
||||
ssl_certificate /etc/letsencrypt/live/nexa.yourdomain.com/fullchain.pem;
|
||||
ssl_certificate_key /etc/letsencrypt/live/nexa.yourdomain.com/privkey.pem;
|
||||
ssl_protocols TLSv1.2 TLSv1.3;
|
||||
ssl_ciphers HIGH:!aNULL:!MD5;
|
||||
|
||||
# MEMOS
|
||||
location / {
|
||||
proxy_pass http://memos_backend;
|
||||
proxy_set_header Host $host;
|
||||
proxy_set_header X-Real-IP $remote_addr;
|
||||
proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
|
||||
proxy_set_header X-Forwarded-Proto $scheme;
|
||||
proxy_read_timeout 3600s;
|
||||
proxy_send_timeout 3600s;
|
||||
}
|
||||
|
||||
# n8n
|
||||
location /n8n/ {
|
||||
proxy_pass http://n8n_backend/;
|
||||
proxy_set_header Host $host;
|
||||
proxy_set_header X-Real-IP $remote_addr;
|
||||
proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
|
||||
proxy_set_header X-Forwarded-Proto $scheme;
|
||||
proxy_http_version 1.1;
|
||||
proxy_set_header Upgrade $http_upgrade;
|
||||
proxy_set_header Connection "upgrade";
|
||||
}
|
||||
|
||||
# Qdrant (nur intern, wenn nötig)
|
||||
location /qdrant/ {
|
||||
allow 10.0.0.0/8;
|
||||
deny all;
|
||||
proxy_pass http://qdrant_backend/;
|
||||
}
|
||||
|
||||
# GraphDB (nur intern)
|
||||
location /graphdb/ {
|
||||
allow 10.0.0.0/8;
|
||||
deny all;
|
||||
proxy_pass http://graphdb_backend/;
|
||||
}
|
||||
|
||||
# Webhook endpoint für externe Services
|
||||
location /webhook/ {
|
||||
proxy_pass http://n8n_backend/webhook/;
|
||||
proxy_set_header Host $host;
|
||||
proxy_set_header X-Real-IP $remote_addr;
|
||||
}
|
||||
}
|
||||
|
||||
server {
|
||||
listen 80;
|
||||
server_name nexa.yourdomain.com;
|
||||
return 301 https://$server_name$request_uri;
|
||||
}
|
||||
EOF
|
||||
|
||||
# Aktivieren
|
||||
sudo ln -s /etc/nginx/sites-available/nexa.conf /etc/nginx/sites-enabled/
|
||||
sudo nginx -t
|
||||
sudo systemctl reload nginx
|
||||
```
|
||||
|
||||
---
|
||||
|
||||
## 📊 Schritt 6: Monitoring & Backups
|
||||
|
||||
### 6.1 Backup Script
|
||||
|
||||
```bash
|
||||
cat > scripts/backup_nexa.sh << 'EOF'
|
||||
#!/bin/bash
|
||||
|
||||
BACKUP_DIR="./backups/$(date +%Y%m%d_%H%M%S)"
|
||||
mkdir -p "$BACKUP_DIR"
|
||||
|
||||
echo "🔄 Backing up Nexa..."
|
||||
|
||||
# Backup Datenbanken
|
||||
docker-compose exec -T qdrant tar czf - /qdrant/storage > "$BACKUP_DIR/qdrant.tar.gz"
|
||||
docker-compose exec -T graphdb tar czf - /opt/graphdb/data > "$BACKUP_DIR/graphdb.tar.gz"
|
||||
docker-compose exec -T memos tar czf - /root/.memos > "$BACKUP_DIR/memos.tar.gz"
|
||||
docker-compose exec -T n8n tar czf - /home/node/.n8n > "$BACKUP_DIR/n8n.tar.gz"
|
||||
|
||||
# Backup Configs
|
||||
cp .env "$BACKUP_DIR/.env.backup"
|
||||
cp docker-compose.yml "$BACKUP_DIR/docker-compose.yml.backup"
|
||||
|
||||
echo "✅ Backup completed: $BACKUP_DIR"
|
||||
|
||||
# Optional: zu S3 hochladen
|
||||
# aws s3 sync "$BACKUP_DIR" s3://nexa-backups/$(date +%Y%m%d)/
|
||||
EOF
|
||||
|
||||
chmod +x scripts/backup_nexa.sh
|
||||
|
||||
# Tägliches Backup (cron)
|
||||
echo "0 2 * * * /path/to/nexa/scripts/backup_nexa.sh" | crontab -
|
||||
```
|
||||
|
||||
### 6.2 Health Check Monitoring
|
||||
|
||||
```bash
|
||||
cat > scripts/monitor_nexa.sh << 'EOF'
|
||||
#!/bin/bash
|
||||
|
||||
# Monitore Service Status
|
||||
SERVICES=("memos" "n8n" "qdrant" "graphdb")
|
||||
|
||||
for service in "${SERVICES[@]}"; do
|
||||
if docker-compose ps $service | grep -q "Up"; then
|
||||
echo "✅ $service: Running"
|
||||
else
|
||||
echo "❌ $service: DOWN"
|
||||
# Restart bei Fehler
|
||||
docker-compose restart $service
|
||||
fi
|
||||
done
|
||||
EOF
|
||||
|
||||
chmod +x scripts/monitor_nexa.sh
|
||||
|
||||
# Alle 5 Minuten
|
||||
echo "*/5 * * * * /path/to/nexa/scripts/monitor_nexa.sh" | crontab -
|
||||
```
|
||||
|
||||
---
|
||||
|
||||
## 🧪 Schritt 7: Validation & Testing
|
||||
|
||||
### 7.1 End-to-End Test
|
||||
|
||||
```bash
|
||||
cat > scripts/test_nexa.sh << 'EOF'
|
||||
#!/bin/bash
|
||||
|
||||
echo "🧪 Testing Nexa Installation..."
|
||||
|
||||
# Test 1: Memos API
|
||||
echo "Test 1: Memos API"
|
||||
if curl -s http://localhost:5230/api/v1/auth/status | jq . > /dev/null 2>&1; then
|
||||
echo "✅ Memos: OK"
|
||||
else
|
||||
echo "❌ Memos: FAILED"
|
||||
fi
|
||||
|
||||
# Test 2: n8n API
|
||||
echo "Test 2: n8n API"
|
||||
if curl -s -u "admin:${N8N_PASSWORD}" http://localhost:5678/api/v1/workflows | jq . > /dev/null 2>&1; then
|
||||
echo "✅ n8n: OK"
|
||||
else
|
||||
echo "❌ n8n: FAILED"
|
||||
fi
|
||||
|
||||
# Test 3: Qdrant Collection
|
||||
echo "Test 3: Qdrant Collection"
|
||||
if curl -s -H "api-key: ${QDRANT_API_KEY}" http://localhost:6333/collections/nexa_knowledge | jq . > /dev/null 2>&1; then
|
||||
echo "✅ Qdrant: OK"
|
||||
else
|
||||
echo "❌ Qdrant: FAILED"
|
||||
fi
|
||||
|
||||
# Test 4: GraphDB Repository
|
||||
echo "Test 4: GraphDB Repository"
|
||||
if curl -s -u "admin:${GRAPHDB_PASSWORD}" http://localhost:7200/repositories | jq . > /dev/null 2>&1; then
|
||||
echo "✅ GraphDB: OK"
|
||||
else
|
||||
echo "❌ GraphDB: FAILED"
|
||||
fi
|
||||
|
||||
echo ""
|
||||
echo "🎯 Create Test Memo:"
|
||||
MEMO=$(curl -s -X POST http://localhost:5230/api/v1/memos \
|
||||
-H "Authorization: Bearer ${MEMOS_API_KEY}" \
|
||||
-H "Content-Type: application/json" \
|
||||
-d '{"content": "Test memo - #nexa:config"}' | jq -r '.id')
|
||||
|
||||
echo "✅ Test Memo created: $MEMO"
|
||||
echo "Check Memos UI to verify webhook triggers Discovery"
|
||||
EOF
|
||||
|
||||
chmod +x scripts/test_nexa.sh
|
||||
./scripts/test_nexa.sh
|
||||
```
|
||||
|
||||
---
|
||||
|
||||
## 🆘 Troubleshooting
|
||||
|
||||
### Problem: Memos kann sich nicht mit n8n verbinden
|
||||
|
||||
```bash
|
||||
# Überprüfe n8n Webhook URL in Memos config
|
||||
curl http://localhost:5678/webhook/memos
|
||||
|
||||
# Falls 404: Workflow ist nicht aktiviert/deployed
|
||||
docker-compose logs n8n | grep webhook
|
||||
```
|
||||
|
||||
### Problem: GraphDB startet nicht
|
||||
|
||||
```bash
|
||||
# Memory-Limit erhöhen
|
||||
docker-compose exec graphdb -e "GDB_JAVA_OPTS=-Xmx16g -Xms8g" restart
|
||||
|
||||
# Logs checken
|
||||
docker-compose logs graphdb
|
||||
```
|
||||
|
||||
### Problem: Qdrant Collection leer
|
||||
|
||||
```bash
|
||||
# Überprüfe ob Memos Bridge Workflow läuft
|
||||
docker-compose logs n8n | grep "memos_bridge"
|
||||
|
||||
# Manuell test
|
||||
curl -X POST http://localhost:5230/api/v1/memos \
|
||||
-H "Authorization: Bearer ${MEMOS_API_KEY}" \
|
||||
-d '{"content": "- [ ] Test task #nexa"}'
|
||||
```
|
||||
|
||||
---
|
||||
|
||||
## 📈 Next Steps
|
||||
|
||||
1. ✅ **Phase 1 deployt**: Memos Bridge & Discovery laufen
|
||||
2. ⏳ **Phase 2 aktivieren**: Email Butler (wenn Nextcloud Mail konfiguriert)
|
||||
3. ⏳ **Phase 3 setup**: Qdrant Embedding Pipeline
|
||||
4. ⏳ **Phase 4 integration**: GraphRAG Queries testen
|
||||
5. ⏳ **Phase 5**: Home Assistant Voice Integration
|
||||
|
||||
---
|
||||
|
||||
## 📞 Support & Debugging
|
||||
|
||||
```bash
|
||||
# Alle Logs in eine Datei sammeln
|
||||
docker-compose logs > deployment_logs.txt
|
||||
|
||||
# Spezifischer Service
|
||||
docker-compose logs n8n --tail 100
|
||||
|
||||
# Wiederherstellung aus Backup
|
||||
./scripts/restore_nexa.sh backup/2024-01-15_120000/
|
||||
```
|
||||
|
||||
---
|
||||
|
||||
**Deployment abgeschlossen! Nexa ist nun betriebsbereit.** 🚀
|
||||
@@ -1,27 +0,0 @@
|
||||
# NEXA: Implementierungs-Fahrplan 🚀
|
||||
|
||||
Dieser Plan beschreibt die schrittweise Aktivierung des Nervensystems.
|
||||
|
||||
## Phase 1: Die Wirbelsäule (Basis-Konnektivität)
|
||||
- [ ] **1.1 Memos-n8n Bridge:** Webhook-Anbindung und Filter-Logik.
|
||||
- [ ] **1.2 SAIA-Integration:** LiteLLM Proxy in n8n einbinden (Chat-Funktion via Kommentare).
|
||||
- [ ] **1.3 Git-Sync:** Automatisches Backup der n8n-Workflows in dieses Repo.
|
||||
|
||||
## Phase 2: Die Sinnesorgane (Input-Kanäle)
|
||||
- [ ] **2.1 Email-Butler:** Automatisierte Filterung und Zusammenfassung der ~20 täglichen Mails.
|
||||
- [ ] **2.2 RSS Morning Digest:** Täglich kuratierte News-Zusammenfassung in Memos.
|
||||
- [ ] **2.3 Bluesky-Antenne:** Speichern von gelikten Posts als Wissens-Schnipsel.
|
||||
|
||||
## Phase 3: Das Gedächtnis (Qdrant & RAG)
|
||||
- [ ] **3.1 Embedding-Pipeline:** Automatische Vektorisierung von Memos & Obsidian.
|
||||
- [ ] **3.2 Context-Retrieval:** Nexa nutzt Qdrant-Wissen für Antworten (#ask).
|
||||
- [ ] **3.3 S3-Langzeitarchiv:** Backup der Qdrant-Snapshots auf den S3-Server.
|
||||
|
||||
## Phase 4: Die Motorik (Organisation & Handeln)
|
||||
- [ ] **4.1 Nextcloud Task-Sync:** Bidirektionaler Status-Abgleich (Memos <-> NC Tasks).
|
||||
- [ ] **4.2 Timeboxing-Agent:** Intelligente Kalender-Slot-Vorschläge basierend auf Tasks.
|
||||
- [ ] **4.3 Karakeep-Kuration:** Automatischer Review-Prozess für gespeicherte Links.
|
||||
|
||||
## Phase 5: Alltags-Integration (Feinschliff)
|
||||
- [ ] **5.1 Home Assistant Voice:** Nexa als Wake-Word Integration.
|
||||
- [ ] **5.2 System-Monitoring:** Alarme von Proxmox/Backrest direkt in den Memos-System-Feed.
|
||||
+14
-12
@@ -1,15 +1,17 @@
|
||||
# NEXA 🧠
|
||||
**The Neural Nexus for Information & Automation**
|
||||
# nexa-core
|
||||
|
||||
Nexa ist das zentrale Nervensystem meines IT-Setups.
|
||||
Runtime artifacts for Nexa: n8n workflows, configuration, AI prompts, scripts.
|
||||
|
||||
## 🏗 Architektur
|
||||
- **Interface:** Memos
|
||||
- **Logic:** n8n
|
||||
- **Memory:** Qdrant & Obsidian
|
||||
- **Intelligence:** SAIA (via LiteLLM)
|
||||
📖 Documentation lives one level up in [`../docs/`](../docs/index.md).
|
||||
|
||||
## 📁 Struktur
|
||||
- `n8n-workflows/`: JSON-Exporte der Gehirn-Logik.
|
||||
- `ai-prompts/`: System-Prompts für Nexa.
|
||||
- `config/`: Schemata für Qdrant und API-Mappings.
|
||||
## Layout
|
||||
|
||||
- `n8n-workflows/` — exported workflows (per phase). Imported into the running n8n.
|
||||
- `ai-prompts/` — system prompts for SAIA / LiteLLM.
|
||||
- `config/` — runtime config (`agents.yaml`, `infra_manifest.yaml`, `qdrant_schema.json`).
|
||||
- `scripts/` — automation helpers (workflow backup, etc.).
|
||||
- `.env.example` — bootstrap secrets only; runtime config lives in Qdrant `_config` namespace.
|
||||
|
||||
## Quickstart
|
||||
|
||||
See [`../docs/09-deployment.md`](../docs/09-deployment.md).
|
||||
|
||||
@@ -1,80 +0,0 @@
|
||||
📑 Projekt Nexa: Scoping & Vision
|
||||
1. Vision & Zielsetzung
|
||||
Nexa ist als "Zentrales Nervensystem" konzipiert. Das Ziel ist die Schaffung einer intelligenten Middleware zwischen Input-Quellen (Memos, E-Mail, RSS), Wissensspeichern (Obsidian, Qdrant) und Organisations-Tools (Nextcloud Calendar/Tasks).
|
||||
|
||||
Kernziele:
|
||||
Kognitive Entlastung: Nexa sortiert, filtert und schlägt vor, anstatt nur zu speichern.
|
||||
|
||||
Kontext-Trennung: Saubere, KI-gestützte Unterscheidung zwischen Privat und Arbeit.
|
||||
|
||||
Single Point of Interaction: Memos fungiert als primäre Schnittstelle ("The Voice & Ear").
|
||||
|
||||
Wissens-Synergie: Verknüpfung von flüchtigen Memos mit tiefem Wissen in Obsidian via semantischer Suche.
|
||||
|
||||
2. Abgrenzung (Scope)
|
||||
Um die Komplexität beherrschbar zu halten, wird das Projekt wie folgt abgegrenzt:
|
||||
|
||||
In-Scope (Was Nexa tut):
|
||||
Triaging: Klassifizierung von 20 Mails/Tag (Privat).
|
||||
|
||||
Task-Routing: Verteilung von Aufgaben auf die richtige Nextcloud-Liste (Work vs. Personal).
|
||||
|
||||
Scheduling: Vorschlagen von Timeboxen im Arbeitskalender.
|
||||
|
||||
Memory: Aufbau eines Langzeitgedächtnisses in Qdrant.
|
||||
|
||||
Monitoring: Aggregation kritischer IT-Alarme (Proxmox, Backrest).
|
||||
|
||||
Out-of-Scope (Was Nexa NICHT tut):
|
||||
Kein direkter Zugriff auf Arbeits-IT (E-Mail/Server).
|
||||
|
||||
Keine aktive Bearbeitung von Dokumenten (außer Metadaten-Extraktion).
|
||||
|
||||
Keine Ersetzung von Spezial-UIs (z.B. Arcane oder Portainer für Container-Management).
|
||||
|
||||
3. Phasenmodell der Entwicklung
|
||||
Der Aufbau erfolgt iterativ, um frühzeitig Mehrwert zu generieren.
|
||||
|
||||
Phase 1: Die Wirbelsäule (Konnektivität)
|
||||
Fokus: Datenfluss zwischen Memos, n8n und SAIA.
|
||||
|
||||
Meilenstein: Nexa antwortet auf Memos und kann einfache Fragen beantworten.
|
||||
|
||||
Technik: Webhooks, REST-API, LiteLLM-Proxy.
|
||||
|
||||
Phase 2: Sensorik & Klassifizierung (The Senses)
|
||||
Fokus: E-Mail-Filterung und das Routing-System.
|
||||
|
||||
Meilenstein: Nexa erkennt den Unterschied zwischen "Arbeits-Task" und "Privat-Task" ohne manuelle Tags.
|
||||
|
||||
Technik: IMAP-Node, n8n-Logic-Router, System-Prompts für Kontext-Analyse.
|
||||
|
||||
Phase 3: Das semantische Gedächtnis (The Brain)
|
||||
Fokus: Anbindung von Qdrant und Obsidian.
|
||||
|
||||
Meilenstein: RAG (Retrieval Augmented Generation). Nexa beantwortet Fragen basierend auf deinen archivierten Notizen.
|
||||
|
||||
Technik: Embeddings-Pipeline, Qdrant-Vektor-Suche.
|
||||
|
||||
Phase 4: Proaktive Motorik (The Assistant)
|
||||
Fokus: Kalender-Integration und Timeboxing.
|
||||
|
||||
Meilenstein: Nexa schlägt morgens proaktiv Fokus-Zeiten im Arbeitskalender vor.
|
||||
|
||||
Technik: Nextcloud CalDAV/CardDAV Integration, Optimierungs-Logik für freie Slots.
|
||||
|
||||
Phase 5: Physische Präsenz (Voice & Alarms)
|
||||
Fokus: Home Assistant Voice & Monitoring-Integration.
|
||||
|
||||
Meilenstein: Nexa spricht über HA-Voice und meldet kritische Systemzustände proaktiv.
|
||||
|
||||
Technik: Home Assistant API, Wyoming Protocol, ntfy/Memos-Push.
|
||||
|
||||
4. Erfolgsmetriken
|
||||
Woran merken wir, dass Nexa funktioniert?
|
||||
|
||||
Reduktion der Mail-Interaktion: Weniger Zeit in der Mail-App, mehr Fokus auf den Nexa-Digest.
|
||||
|
||||
Kalender-Füllrate: Fokus-Slots für Arbeit sind automatisch geblockt.
|
||||
|
||||
Such-Geschwindigkeit: Informationen aus alten Memos/Obsidian werden via #ask sofort gefunden.
|
||||
Reference in New Issue
Block a user