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        "author": "Radim Rehurek",
        "author_email": "radimrehurek@seznam.cz",
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            "Development Status :: 4 - Beta",
            "Environment :: Console",
            "Intended Audience :: Science/Research",
            "License :: OSI Approved :: GNU Library or Lesser General Public License (LGPL)",
            "Operating System :: OS Independent",
            "Programming Language :: Python :: 2.5",
            "Topic :: Scientific/Engineering :: Artificial Intelligence",
            "Topic :: Scientific/Engineering :: Information Analysis",
            "Topic :: Text Processing :: Linguistic"
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        "description": "==================================================\nsimserver -- document similarity server in Python\n==================================================\n\n\nIndex plain text documents and query the index for semantically related documents.\n\nSimserver uses transactions internally to provide a robust and scalable similarity server.\n\n\nInstallation\n------------\n\nSimserver builds on the `gensim <http://radimrehurek.com/gensim/>`_ framework for\ntopic modelling.\n\nThe simple way to install `simserver` is with::\n\n    sudo easy_install -U simserver\n\nOr, if you have instead downloaded and unzipped the `source tar.gz <http://pypi.python.org/pypi/simserver>`_ package,\nyou'll need to run::\n\n    python setup.py test\n    sudo python setup.py install\n\nThis version has been tested under Python 2.5 and 2.7, but should run on any 2.5 <= Python < 3.0.\n\nDocumentation\n-------------\n\nSee http://radimrehurek.com/gensim/simserver.html . More coming soon.\n\nLicensing\n----------------\n\nSimserver is released under the `GNU Affero GPL license v3 <http://www.gnu.org/licenses/agpl.html>`_.\n\nThis means you may use simserver freely in your application (even commercial application!),\nbut you **must then open-source your application as well**, under an AGPL-compatible license.\n\nThe AGPL license makes sure that this applies even when you make your application\navailable only remotely (such as through the web).\n\nTL;DR: **simserver is open-source, but you have to contact me for any proprietary use.**\n\nHistory\n-------------\n\n0.1.4:\n  * performance improvements to sharding\n  * change to threading model -- removed restriction on per-thread session access\n  * bug fix in index optmize()\n\n0.1.3: \n  * changed behaviour for very few training documents: instead of latent semantic analysis, use simpler log-entropy model\n  * fixed bug with leaking SQLite file descriptors\n\n-------------\n\nCopyright (c) 2011 Radim Rehurek",
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        "keywords": "Similarity server,document database,Latent Semantic Indexing,LSA,LSI,LDA,Latent Dirichlet Allocation,TF-IDF,gensim",
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