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Python Environment pip installs packages in the main system

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I created a new python environment a few weeks back and installed some packages in there. But now when I activate the environment and install a package with pip, it installs the new package in the main system instead of installing in the environment.

I'm in Ubuntu 20.04. Using python3.8

mangohost

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