--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/src/source/plugins.rst	Wed May 09 17:33:41 2018 +0200
@@ -0,0 +1,170 @@
+.. _plugins:
+
+PyAMS additional features and services
+++++++++++++++++++++++++++++++++++++++
+
+
+Elasticsearch 5.4
+=================
+
+At first you need to install ElasticSearch (ES), currently PyAMS is compatible with the version 5.4, the Ingest attachment
+plug-in is also required to handle attachments correctly.
+
+Visit  https://www.elastic.co/ to learn how to install Elasticsearch Server, and how install `ingest-attachment` plug-in
+
+
+.. tips:: Documentation for installing ElasticSearch 5.4
+
+    - https://www.elastic.co/guide/en/elasticsearch/reference/5.4/gs-installation.html
+    - https://www.elastic.co/guide/en/elasticsearch/plugins/5.4/ingest-attachment.html
+
+
+After ElasticSearch installation, following steps describe how to configure ES with PyAMS;
+
+Initializing Elasticsearch index
+--------------------------------
+
+If you want to use an Elasticsearch index, you have to initialize index settings and mappings;
+Elasticsearch integration is defined through the *PyAMS_content_es* package.
+
+
+1. Enable Service:
+''''''''''''''''''
+
+In Pyramid INI application file *(etc/development.ini)*:
+
+.. code-block:: bash
+
+    # ElasticSearch settings
+    elastic.server = http://127.0.0.1:9200
+    elastic.index = pyams
+
+.. code-block:: bash
+
+    # PyAMS content elasticsearch index settings
+    pyams_content.es.tcp_handler = 127.0.0.1:5557
+    pyams_content.es.start_handler = false
+    pyams_content.es.allow_auth = admin:admin
+    pyams_content.es.allow_clients = 127.0.0.1
+
+
+2. Initialize Elasticsearch Database:
+'''''''''''''''''''''''''''''''''''''
+
+Configuration files for attachment pipeline, index settings and mappings are available `pyams_content_es` package or in PyAMS installation folder:
+
+
+.. code-block:: bash
+
+    (env) $ cd docs/elasticsearch
+    (env) $ curl --noproxy localhost -XPUT http://localhost:9200/_ingest/pipeline/attachment -d @attachment-pipeline.json
+
+
+With ``elastic.index = pyams`` defined as Elasticsearch index name : *"http://localhost:9200/pyams"* :
+
+.. code-block:: shell
+
+    (env) $ curl -XDELETE http://localhost:9200/pyams
+
+    (env) $ curl -XPUT http://localhost:9200/pyams -d @index-settings.json
+
+    (env) $ curl -XPUT http://localhost:9200/pyams/WfTopic/_mapping  -d @mappings/WfTopic.json
+    (env) $ curl -XPUT http://localhost:9200/pyams/WfNewsEvent/_mapping -d @mappings/WfNewsEvent.json
+    (env) $ curl -XPUT http://localhost:9200/pyams/WfBlogPost/_mapping -d @mappings/WfBlogPost.json
+
+
+*Troubleshooting*: If you have a 406 error try to add ``-H 'Content-Type: application/json'`` in curl option
+
+
+3. Create or update index:
+''''''''''''''''''''''''''
+
+You have to index PyAMS objects into ES database. From a shell:
+
+.. code-block:: bash
+
+    (env) $ ./bin/pyams_es_index ../etc/development.ini
+
+
+
+-------------------------------
+
+Natural Language Toolkit - NLTK
+===============================
+
+
+With the package *PyAMS_nltk* PyAMS can use the NLTK features
+
+.. seealso::
+
+    Visit https://www.nltk.org/ to learn more about NLTK
+
+
+
+
+Initializing NLTK
+-----------------
+
+Some NLTK (Natural Language Toolkit) tokenizers and stopwords utilities are used to index fulltext contents elements.
+This package requires downloading and configuration of several elements which are done as follow:
+
+
+*1. Run the Python shell with PyAMS environment:*
+
+.. code-block:: bash
+
+    (env) $ ./bin/py
+
+
+*2. In the Python shell:*
+
+.. code-block:: python
+
+    >>> import nltk
+    >>> nltk.download()
+
+.. code-block:: python
+
+    NLTK Downloader
+    ---------------------------------------------------------------------------
+        d) Download   l) List    u) Update   c) Config   h) Help   q) Quit
+    ---------------------------------------------------------------------------
+    Downloader> c
+
+    Data Server:
+      - URL: <https://raw.githubusercontent.com/nltk/nltk_data/gh-pages/index.xml>
+      - 6 Package Collections Available
+      - 107 Individual Packages Available
+
+    Local Machine:
+      - Data directory: /home/tflorac/nltk_data
+    ---------------------------------------------------------------------------
+        s) Show Config   u) Set Server URL   d) Set Data Dir   m) Main Menu
+    ---------------------------------------------------------------------------
+    Config> d
+      New directory> /usr/local/lib/nltk_data
+
+.. tip::
+
+    On Debian GNU/Linux, you can choose any directory between '*~/nltk_data*' (where '~' is the homedir of user running
+    Pyramid application), '*/usr/share/nltk_data*', '*/usr/local/share/nltk_data*', '*/usr/lib/nltk_data*' and
+    '*/usr/local/lib/nltk_data*'
+
+
+.. code-block:: pycon
+
+    Config> m
+    ---------------------------------------------------------------------------
+        d) Download   l) List    u) Update   c) Config   h) Help   q) Quit
+    ---------------------------------------------------------------------------
+    Downloader> d
+
+    Download which package (l=list; x=cancel)?
+      Identifier> punkt
+        Downloading package punkt to /usr/local/lib/nltk_data...
+
+    Downloader> d
+
+    Download which package (l=list; x=cancel)?
+      Identifier> stopwords
+        Downloading package stopwords to /usr/local/lib/nltk_data...