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							NoSQL databases
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							.. sidebar:: further read
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							   - `NoSQL databases <https://en.wikipedia.org/wiki/NoSQL>`_
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							   - `redis.io <https://redis.io/>`_
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							   - `MongoDB <https://www.mongodb.com>`_
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							The following `NoSQL databases`_ are supported:
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							- :ref:`engine redis_server`
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							- :ref:`engine mongodb`
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							All of the engines above are just commented out in the :origin:`settings.yml
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							<searx/settings.yml>`, as you have to set various options and install
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							dependencies before using them.
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							By default, the engines use the ``key-value`` template for displaying results /
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							see :origin:`oscar <searx/templates/oscar/result_templates/key-value.html>` &
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							:origin:`simple <searx/templates/simple/result_templates/key-value.html>`
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							themes.  If you are not satisfied with the original result layout, you can use
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							your own template, set ``result_template`` attribute to ``{template_name}`` and
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							place the templates at::
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							  searx/templates/{theme_name}/result_templates/{template_name}
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							Futhermore, if you do not wish to expose these engines on a public instance, you
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							can still add them and limit the access by setting ``tokens`` as described in
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							section :ref:`private engines`.
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							Configure the engines
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							=====================
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							`NoSQL databases`_ are used for storing arbitrary data without first defining
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							their structure.
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							Extra Dependencies
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							------------------
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							For using :ref:`engine redis_server` or :ref:`engine mongodb` you need to
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							install additional packages in Python's Virtual Environment of your SearxNG
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							instance.  To switch into the environment (:ref:`searx-src`) you can use
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							:ref:`searx.sh`::
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							  $ sudo utils/searx.sh shell
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							  (searx-pyenv)$ pip install ...
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							.. _engine redis_server:
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							Redis Server
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							------------
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							.. _redis: https://github.com/andymccurdy/redis-py#installation
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							.. sidebar:: info
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							   - ``pip install`` redis_
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							   - redis.io_
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							   - :origin:`redis_server.py <searx/engines/redis_server.py>`
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							Redis is an open source (BSD licensed), in-memory data structure (key value
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							based) store.  Before configuring the ``redis_server`` engine, you must install
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							the dependency redis_.
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							Select a database to search in and set its index in the option ``db``.  You can
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							either look for exact matches or use partial keywords to find what you are
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							looking for by configuring ``exact_match_only``.  You find an example
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							configuration below:
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							.. code:: yaml
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							  # Required dependency: redis
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							  - name: myredis
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							    shortcut : rds
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							    engine: redis_server
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							    exact_match_only: false
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							    host: '127.0.0.1'
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							    port: 6379
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							    enable_http: true
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							    password: ''
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							    db: 0
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							.. _engine mongodb:
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							MongoDB
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							-------
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							.. _pymongo: https://github.com/mongodb/mongo-python-driver#installation
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							.. sidebar:: info
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							   - ``pip install`` pymongo_
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							   - MongoDB_
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							   - :origin:`mongodb.py <searx/engines/mongodb.py>`
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							MongoDB_ is a document based database program that handles JSON like data.
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							Before configuring the ``mongodb`` engine, you must install the dependency
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							redis_.
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							In order to query MongoDB_, you have to select a ``database`` and a
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							``collection``.  Furthermore, you have to select a ``key`` that is going to be
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							searched.  MongoDB_ also supports the option ``exact_match_only``, so configure
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							it as you wish.  Below is an example configuration for using a MongoDB
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							collection:
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							.. code:: yaml
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							  # MongoDB engine
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							  # Required dependency: pymongo
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							  - name: mymongo
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							    engine: mongodb
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							    shortcut: md
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							    exact_match_only: false
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							    host: '127.0.0.1'
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							    port: 27017
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							    enable_http: true
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							    results_per_page: 20
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							    database: 'business'
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							    collection: 'reviews'  # name of the db collection
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							    key: 'name'            # key in the collection to search for
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							Acknowledgment
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							==============
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							This development was sponsored by `Search and Discovery Fund
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							<https://nlnet.nl/discovery>`_ of `NLnet Foundation <https://nlnet.nl/>`_.
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