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Turn Linux into an AI-powered back office: this hands-on guide shows how to use Bash plus Ollama or OpenAI APIs to auto-triage and rename PDFs, OCR and extract invoice fields to CSV, draft customer email replies, and generate daily digests via cron. Includes apt/dnf/zypper installs, a reusable llm.sh helper, watch/parse tools (inotifywait, jq), privacy-first options, and practical tips for validation, logs, and secrets.