Data Compression or Reduction While Keeping Integrity in Python

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I am getting some data (pixel data of pictures) and storing them in a RedisJSON database.

The problem is that each picture will yield about 11 MB of pixel data text, which will be very expensive to store.

Is there a way we can reduce the text while keeping its integrity so we can open it again? (I'm thinking of text compression in Python)

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