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When embedding_dim is not configured, probe the dimension from the embedding service to ensure the Qdrant collection is created.
- Mark services started only after tenant switch succeeds
- Fix migration paths to use tenants/{id}/session structure
- Add optional embedding_dim setting for qdrant config
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