---
title: Local AI Infrastructure — Master Index
created: 2026-06-16
updated: 2026-07-17
type: index
status: active
namespace: local-ai-infrastructure
---

# Local AI Infrastructure — Master Index

> Scaffold index for `local-ai-infrastructure`. Add compiled pages here as they are created.

## Concepts

- [[concepts/local-retrieval-agent-infrastructure|Local Retrieval-Augmented Agent Infrastructure]] — Local-first model/retrieval stack pattern for private corpora and agent memory.
- [[concepts/rag-over-agent-wikis|RAG over Agent Wikis]] — Retrieval architecture over compiled wiki pages rather than raw source dumps.
- [[concepts/vps-agent-web-app-pattern|VPS Agent Web App Pattern]] — Small-VPS + resident-agent pattern for git-backed web apps, Caddy/TLS hosting, human-gated content freshness loops, and when not to replace managed platforms.

## Entities

<!-- Add compiled entities alphabetically. -->

## Summaries

- [[summaries/lky-brain-consumer-gpu-qlora|LKY Brain Consumer-GPU QLoRA Case Study]] — Executed Qwen3-14B/Unsloth training plus downstream llama.cpp Q4_K_M serving beside the tuned voice on one 16GB GPU, now with an application-layer audited retrieval seam; preserves config drift, live-proof, and reproducibility boundaries.

## Syntheses

- Cross-namespace summary: [[../../hermes-agent/wiki/summaries/external-hermes-wikis-import-review|External Hermes Wikis Import Review]] — Marks Local Stack / Airplane Mode as local-infrastructure primary, with deployment backend tradeoffs crosslinked from Hermes Agent.

## Source Roots

- `Knowledge/concepts/local-retrieval-agent-infrastructure.md`
- `Knowledge/concepts/rag-over-agent-wikis.md`
- `Projects/LKY Archive/Index.md`
- `Projects/LKY Avatar/Index.md`
- `raw/transcripts/tonbi-vps-agent-web-app-workflow-2026.md`
- `https://youtu.be/K8ZTlMaDfmQ?si=IuNRaHVc-fFHZw41`