The few times I’ve had water cloud up other than temporarily upon startup of a new tank, my method involves a lot of
water changing.
I had one tank go very cloudy & start to stink because I overfed using a bottled phytoplankton. The tank housed moina & a lot of snails and I overestimated how much they’d eat.
The moina all died, poor things, but the snails didn’t. I removed about 80% of the water, refilled, and then did that a few more times u til the tank was clear.
There were no fish to worry about and the tank remained clear after that.
Another time I had a bloom after doing a deep substrate clean - which is a very common cause for blooms. There were fish and a few shrimp but I did pretty much the same thing. Drained about 70%, refilled, repeat, I think three times. It cleared up and there were no losses of livestock that I would link to the changes.
Regular water changes alone can’t keep up with the sheer reproductive speed of the heterotrophic bacteria that are the visible reason for bacterial bloom. They double every 15 minutes or so and there are countless numbers of them.
If you choose to use water changes to try to clear things up, the changes have to be quite big and repeated often enough & close enough to each other, just to stay ahead of the bacterial reproduction.
With very sensitive, rare or expensive livestock I might not use the mass water change method but much depends on circumstances. I have been in the hobby for most of my life so there are things I might do that a less experienced hobbyist might not be willing to risk.
Another option, one that I don’t use as yet but might one day, would be to get a high quality UVC device. The good ones should clear a bloom quickly as they would kill all the bacteria in the water column that are what we see. I think you would have to do daily water changes for as many days in a row as it took once the device was installed & working, so as to remove all the newly dead bacteria - they would be a huge source of organic matter that could cause yet more problems if they aren’t removed..