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A practical guide to augment your Linux NAS with a local LLM and Bash: auto-tag and summarize new files in real time, reclaim space with exact and perceptual-hash deduping, and get early drive warnings via SMART anomaly detection—powered by simple scripts, systemd timers, and a guarded ChatOps wrapper that turns natural language into auditable commands, keeping everything private, offline, and under your control.