Hi @kimowasabiii, this is expected as n8n cloud would use the filesystem to store binary data. You could do the same locally if needed, for example if you want to reduce the memory consumption.
To get a base64-encoded string from a binary file you could for example use the Move Binary Data node with the Keep As Base64 option enabled. Here’s a quick example: