Marqo Cloud now offers a storage resizing feature that enhances index management by allowing users to increase storage capacity through the addition of shards, which is beneficial for both small projects and large-scale deployments. This feature, available for all accounts with indexes created after July 30th, can be accessed via the "Edit index" option. Storage resizing facilitates seamless index growth, particularly for dynamic use cases with increasing data volumes, and also improves performance and redundancy by enabling the addition of replicas. Replicas ensure data availability during outages and enhance throughput by handling higher traffic volumes and concurrent queries. Although scaling down shards or replicas is not yet supported, Marqo Cloud plans to introduce this capability soon, further expanding the flexibility and scalability of its services.