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Guide shows how to run privacy‑preserving, offline AI on RHEL using rootless Podman and Ollama, then wire it into Bash with ai/explain/summarize helpers. Includes cross‑distro setup, pulling Llama 3, real ops recipes (log triage, remediations, config scaffolds), systemd and resource limits for reliability, backups/updates/security tips, troubleshooting, and an optional llama.cpp path—keeping AI local, scriptable, and production‑friendly.