Hey! Let's tackle your two spaCy installation questions one by one:

1. Do I need to download Visual Studio to install spaCy? #

Nope, you don’t have to install the full Visual Studio suite. The key requirement here is the Microsoft Visual C++ Build Tools—this is what spaCy needs to compile its C-based extensions. While the full Visual Studio includes these tools, you can install just the standalone Build Tools instead, which is a much lighter download and install. If you already have Visual Studio installed, just make sure you’ve enabled the C++ development workload during setup.

2. Workaround for the "Microsoft Visual C++ 14.0 is required" error without installing Visual Studio #

If you want to skip installing any version of Visual Studio entirely, here are a few reliable fixes:

• Install only the Microsoft Visual C++ Build Tools (lightweight option): This is the official recommended fix, and it’s not the full VS. Grab the Build Tools installer, select the "C++ Build Tools" workload (make sure it includes the MSVC v140 toolset and Windows SDK components), install it, restart your terminal, and try installing spaCy again.
• Force pip to use precompiled wheels: Instead of compiling spaCy locally, you can tell pip to use prebuilt packages. Run this command:

  pip install spacy --only-binary :all:
  

  This skips the compilation step entirely by pulling precompiled versions that match your Python version and system architecture (32/64-bit).
• Use Conda for installation: If you’re using a Conda environment, let Conda handle the dependencies for you. Run:

  conda install -c conda-forge spacy
  

  Conda-forge provides precompiled spaCy packages that don’t require you to have VC++ Build Tools installed locally—it takes care of all the backend stuff automatically.

内容的提问来源于stack exchange，提问作者Gazal