pip install keep asking user and password

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I am new to PyPI hosting on private, so I hosted private PyPI repo on Nexus3 with python 2.7, I put the following in pip.conf:

[global]
extra-index-url = https://username:password@example.com/repository/package/simple

However, it keeps pops up to ask the user and password. Since I pass the username and password already in URL, should it just pass without aksing? Anyone have the same case and how do you solve it?

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