a640cf1455
Mail (gmail) envelopes never get a document_summary (Decyzja 6 -- a mail "summary" would usually be longer than the mail itself), so they're invisible to the cascade's stage-1 pre-filter. hybrid_retrieve runs the existing cascade for summarized sources (paperless) and, in parallel, a direct chunk scan restricted to summaryless_sources (gmail), merging both by dist -- same embedder/cosine space, so the merge is a plain sort, no re-normalization. hybrid_query mirrors cascade_query (one shared query embed). kb-query: mode pattern extended to ^(cascade|flat|hybrid)$, /search routes "hybrid" to hybrid_query. Default mode stays "cascade" until the quality gate (plan §8) PASSes on the full mail corpus -- flipping the default, and deploying this to the running kb-query container, are separate follow-ups for the operator; this task only adds the code path + tests (docs/kb/modules/05-faza-mailowa-plan.md, §6, Krok 3). |
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|---|---|---|
| .claude/skills | ||
| backups/zigbee | ||
| docs | ||
| dotfiles | ||
| hardware/esp/ir-ac-ha-integration | ||
| hosts | ||
| inventory | ||
| jobs | ||
| packages | ||
| scripts | ||
| services | ||
| .codex | ||
| .gitignore | ||
| CLAUDE.md | ||
| codex_context | ||
| codex_context.yaml | ||
| deploy_agent.py | ||
| ollama_client.py | ||
| README.md | ||
| start-aider.sh | ||
| start-codex.sh | ||
| sync-context.sh | ||
| tech-debt.md | ||
| update-context.md | ||
Homelab Codex
GitOps-lite orchestration for a distributed homelab environment.
Architecture
The homelab consists of several nodes connected via a Tailscale internal mesh.
| Host | Role | Description |
|---|---|---|
| SATURN | Primary Node | Development, orchestration, and git source of truth (commit node). |
| SOLARIA | Compute Node | GPU, inference, and heavy compute workloads. |
| PIHA | Infra Node | Core infrastructure services, automation, and monitoring. |
| VPS | Edge Node | Public ingress, reverse proxy, and edge services. |
Agent System
The homelab uses a multi-agent orchestration model with human-in-the-loop for destructive actions:
| Agent | Node | Role |
|---|---|---|
| stability-agent | all nodes | Per-node watchdog — monitors Docker, disk, Tailscale, MQTT; emits events |
| node-agent | all nodes | Publishes container health events to Redis pub/sub |
| observer | VPS | Synthesizes world state from events into /opt/homelab/world/*.json |
| supervisor | VPS | Detects drift between desired and actual state; writes pending actions |
| planner-agent | SOLARIA | LLM-powered diagnosis — listens to Redis, proposes remediation actions |
| executor | VPS | Executes actions only after operator approval |
| operator-ui + telegram-bot | VPS / PIHA | Operator reviews and approves/rejects pending actions |
Action approval flow: pending/ → operator approves → approved/ → executor runs.
Repository Structure
docs/: Infrastructure Standards and Deployment Conventions.hosts/: Host-specific configurations and service assignments.services/: Reusable Docker Compose service definitions.scripts/: Deployment and management scripts.
Getting Started
- Standardization: Follow the Infrastructure Standards.
- Deployment: See Deployment Conventions for how to roll out changes.
- SATURN: Remember that SATURN is the only node where commits should be made.
Documentation Index
- Infrastructure Standards
- Agent Operating Procedures (For AI/Non-Human Agents)
- Deployment Conventions
- Hardware
- Networking
- Services
- Node Capabilities
- Action Model
Note: This repository documents the state of the homelab. Runtime state lives outside the repository in /opt/homelab.