The official Celery Project website
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The project contains a requirements.txt file, so it's enough that you create a virtual env and you install the requirements using pip
pip install -r requirements.txt
After that make sure to create a dev.py file in the settings folder, you can use as template the dev.py.sample, and just fill in your local database settings. Once done you can run the Django syncdb command and feel free to create an admin user.
python manage.py syncdb
Once this is done the website is ready to run, but if you want some content coming from the celeryproject website you can load the sample data from the fixtures by running:
python manage.py loaddata sampledata.json
Feel free to contribute or propose new features/content for the website.