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It's a static site that is sourced from `https://git-wip-us.apache.org/repos/asf/incubator-airflow-site.git` on the `asf-site` branch.

Make sure to install all Airflow python dependencies by running the following before building the docs:

pip install apache-airflow[all]

To build the docs, run `python setup.py build_sphinx` from the main airflow project, this builds a static site under `docs/_build/html/`. You can then copy the content of this folder to root of the repo/branch mentioned above.  Alternatively, you can `cd docs; ./build.sh`

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