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A home server can run continuous camera AI without a discrete GPU when hardware video decode and an efficient iGPU, NPU, or accelerator handle inference.

Safe NAS file agents need plan, preview, constrained execution, verification, and rollback—not unrestricted shell access or blind model-generated moves.

Local AI can survive temporary internet loss when its critical path is local and cloud-dependent jobs are queued, degraded, or resumed safely.

A home AI agent can use cloud tools safely when local file access stays behind a broker and only approved, minimal data crosses the network boundary.

Private RAG can keep documents encrypted on disk, but ordinary semantic search still needs plaintext or embeddings during controlled in-memory processing.

A home NAS can host vector search without dedicated NVMe if dataset size, RAM, query load, and disk latency stay within practical limits.

Compare 10 open-source personal cloud platforms for private files, sync, sharing, collaboration, encrypted storage, and self-hosting.

Compare 10 self-hosted AI search tools for web answers, private documents, deep research, local LLMs, RAG, citations, and SearXNG.