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Build an AI-assisted, Bash-first backup system that creates fast, deduplicated rsync snapshots, verifies integrity, logs run metrics to SQLite/JSON, encrypts and syncs offsite with rclone, and auto-tunes schedules and retention using a local LLM (Ollama). Includes install steps, scripts, systemd/cron automation, anomaly detection, and practical tips to ensure restorability and reduce cost without third-party dependence.