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How can you remove records from Salesforce when they are deleted in SQL Server?

I am currently syncing Invoices from SQL Server to Salesforce using DBAMP, however I discovered that if an invoice is deleted in SQL Server it is not deleted in Salesforce, which makes sense but now I need to figure out how to do this.

Any help would make a big difference.
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