Install scanpy on M1 Apple Silicone

I am having lots of trouble installing scanpy on my M1 Macbook Pro. After installing the arm64 version of Miniforge 3 and creating a virtual environment on Python 3.9.4, I followed the documentation for conda installation. However, I got build errors when running the pip commands. Has anyone discovered a workaround to this?