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Update our documentation to use mystmd / jupyter book 2 #181

Description

@choldgraf

We build our docs on the older Sphinx-based stack. The MyST Document Engine is a lot more stable now, and we use it for other foundation-related docs (e.g., compass.jupyterfoundation.org). We should:

  • Update our documentation to use the new myst document engine
  • Streamline and simplify as much of our docs build as possible
  • Update our documentation hosts so that we're building this new setup
  • (optional): Along the way see if we can easily enable PR previews

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