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In general, you'll have an easier time installing spacy v2.2.3 if you use a python version that was supported when it was released so that you can use precompiled wheels instead of compiling from source. It looks like python 3.8 or earlier is supported.

You can check for the python versions with wheels by looking at the "Download files" list on PyPI for this version: https://pypi.org/project/spacy/2.2.3/#files

If you do really want to compile from source, you'll need LLVM to compile blis in windows (choco install llvm is one option):

https://github.com/explosion/cython-blis/tree/v0.4.1#installation

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Answer selected by abs-xyz
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install Installation issues windows Issues related to Windows v2 spaCy v2.x
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