Expand OpenManage AI documentation with architecture and deploy context.

Keeps runtime data and secrets out of git; documents relationship to OME Cockpit.
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# OpenManage AI architecture
See root [README.md](../README.md) for the system diagram and relationship to OME Cockpit.
## Components
| Piece | Role |
|-------|------|
| Open WebUI | Chat UI, auth, model picker, tools |
| vLLM | Inference backend |
| ome_fleet tool | Reliable OME REST queries for demos |
| OME MCP (optional) | Native tools — session stickiness unreliable in lab |
## Data path for a tool-using question
1. User selects **OME Copilot**
2. Model emits tool call → Open WebUI executes `ome_fleet` / configured tools
3. Tool hits OME REST (with SSL verify disabled for lab self-signed where configured)
4. Model answers with concrete inventory facts