You can follow below

• You can check copying delta tables using DEEP CLONE. It preserves history. You can recreate pipeline using DABs or manual configurations. You can accept fresh checkpoints in target workspace or configure streaming sources to resume from recent data by using modifiedAfter to pick up only the new data after the deep clone was done.
• You can also upgrade source pipeline to Unity Catalog and use DABs for cross-workspace deployment. No data copy is required if its shared meta store. You can use Delta Sharing or DEEP CLONE otherwise.