RAM and Flash Memory size

There is 64MB of RAM but how much Flash (EEPROM) memory please?

There is no on board storage, you should use a SD card to boot the image.

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What is the maximum SD capacity?

512GB is the max you can buy nowadays I think.

I think you can go over 1tb with SD, but 512gb is already insane. My opinion is that if you want more storage, just use an external USB HDD or SSD. The interface is probably faster too.

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Means, max SD (TF) capacity supported is 2TB.