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Homelab ops · 2026-09-11

A daily-refreshed RAG advisor built from your own infrastructure

A Python collector pulls read-only configs, firewall rules, and network health data every day and feeds it into a local RAG pipeline, so the advisor always knows the current state of the homelab without ever being able to touch it.

This person built a Python collector that pulls read-only configuration, firewall rules, update status, and network health from their homelab, hashes and curates it, and feeds a local RAG pipeline that refreshes daily. The result is an always-current technical advisor that can't actually modify anything, which they value given how easy it is to forget exactly what you've built or where something points. Everything runs in containers, and the daily reports cover their DNS and firewalls, a personal image repository, documents for their kids, a game server, a camera system, and Immich — all kept local.

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Reported anonymously by an r/LocalLLM contributor · 2 upvotes at capture

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SETUP HISTORY

Snapshots over time

2 versions
CURRENT2026-09-11A daily-refreshed RAG advisor built from your own infrastructure

A Python collector pulls read-only configs, firewall rules, and network health data every day and feeds it into a local RAG pipeline, so the advisor always knows the current state of the homelab without ever being able to touch it.

Homelab ops1 machineQwen 3.8 27BRuntime unspecified
ChangedDescription
Compare with revision 1
DescriptionPreviousThis person built a Python collector that pulls read-only configuration, firewall rules, update status, and network health from their homelab, hashes and curates it, and feeds a local RAG pipeline that refreshes daily. The result is an always-current technical advisor that can't actually modify anything, which they value given how easy it is to forget exactly what you've built or where something points. They run Qwen 3.8 27B at UD-Q6_K on a 5090 for primary use, with a second, lighter IQ4_XS quant on a smaller server that doubles as a Frigate, Immich, and game-server box.This snapshotThis person built a Python collector that pulls read-only configuration, firewall rules, update status, and network health from their homelab, hashes and curates it, and feeds a local RAG pipeline that refreshes daily. The result is an always-current technical advisor that can't actually modify anything, which they value given how easy it is to forget exactly what you've built or where something points. Everything runs in containers, and the daily reports cover their DNS and firewalls, a personal image repository, documents for their kids, a game server, a camera system, and Immich — all kept local.

This is the currently published snapshot.

REVISION 12026-09-11A daily-refreshed RAG advisor built from your own infrastructure

A Python collector pulls read-only configs, firewall rules, and network health data every day and feeds it into a local RAG pipeline, so the advisor always knows the current state of the homelab without ever being able to touch it.

Homelab ops1 machineQwen 3.8 27BRuntime unspecified

Archived published snapshot — kept for context and comparison.

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