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I am working on a scenario where the file needs to be picked up from a SFTP server and loaded into salesforce.

Can salesforce web service pick up a file from sftp location and load it into salesforce? Whats the sytax for contructing a SFTP request?

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SFTP is not a protocol that Apex supports. If the external service cannot serve up the content by HTTP(S) you'll need something in the middle to mediate the file transfer.

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