RSA is very expensive compared to AES. It includes math with very large numbers, while AES can be implemented with relatively simple bitwise operations. The more data, the more pain you feel.
A good compromise is to use RSA to encrypt the symmetric key, which is then used to encrypt AES larger data.
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