What ports as-is
- The streaming chat panel over the graph
- The add-and-reconcile write path
- Entity and relationship CRUD behind it
- An admin-managed model registry with keys never returned in plain text
- Per-user credit limits on the assistant
What we build for you
- Your entity and relationship types
- Your field set
- The rules for what counts as a duplicate worth reconciling rather than a new node



