Documentation is located in docs/ and requires Sphinx to build.
To get the requirements:
% pip install Sphinx
To build the docs:
% cd docs/
% make html
Documentation committed and pushed to the main repository is available on ReadTheDocs at http://pyelasticsearch.readthedocs.org/.