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The following commit(s) were added to refs/heads/master by this push:
     new 8beb699  Fixes for readme files.
8beb699 is described below

commit 8beb6996bdd597fa8c3846d02761fb992afea7e6
Author: Aaron Radzinski <[email protected]>
AuthorDate: Tue Jan 12 13:59:18 2021 -0800

    Fixes for readme files.
---
 README.md                                          |  2 +-
 nlpcraft/src/main/python/ctxword/README.md         |  2 +-
 nlpcraft/src/main/python/ctxword/WINDOWS_SETUP.md  |  2 +-
 nlpcraft/src/main/python/ctxword/jupyter/README.md |  2 +-
 .../scala/org/apache/nlpcraft/examples/README.md   |  2 +-
 .../org/apache/nlpcraft/examples/echo/README.md    | 24 ++-----------------
 .../apache/nlpcraft/examples/helloworld/README.md  | 22 ++----------------
 .../org/apache/nlpcraft/examples/phone/README.md   | 23 +-----------------
 .../org/apache/nlpcraft/examples/sql/README.md     | 27 ++--------------------
 .../org/apache/nlpcraft/examples/time/README.md    | 20 +---------------
 .../org/apache/nlpcraft/examples/weather/README.md | 24 +++----------------
 11 files changed, 16 insertions(+), 134 deletions(-)

diff --git a/README.md b/README.md
index 0027200..18756c8 100644
--- a/README.md
+++ b/README.md
@@ -19,7 +19,7 @@
 <br>
 
 
[![License](https://img.shields.io/badge/license-Apache%202-blue.svg)](https://raw.githubusercontent.com/apache/opennlp/master/LICENSE)
-[![build](https://github.com/apache/incubator-nlpcraft/workflows/build/badge.svg)](https://github.com/apache/incubator-nlpcraft/actions)
+[![Build](https://github.com/apache/incubator-nlpcraft/workflows/build/badge.svg)](https://github.com/apache/incubator-nlpcraft/actions)
 [![Documentation 
Status](https://img.shields.io/:docs-latest-green.svg)](https://nlpcraft.apache.org/docs.html)
 
[![Gitter](https://badges.gitter.im/apache-nlpcraft/community.svg)](https://gitter.im/apache-nlpcraft/community)
 
diff --git a/nlpcraft/src/main/python/ctxword/README.md 
b/nlpcraft/src/main/python/ctxword/README.md
index eb65781..ce83716 100644
--- a/nlpcraft/src/main/python/ctxword/README.md
+++ b/nlpcraft/src/main/python/ctxword/README.md
@@ -19,7 +19,7 @@
 <br>
 
 
[![License](https://img.shields.io/badge/license-Apache%202-blue.svg)](https://raw.githubusercontent.com/apache/opennlp/master/LICENSE)
-[![build](https://github.com/apache/incubator-nlpcraft/workflows/build/badge.svg)](https://github.com/apache/incubator-nlpcraft/actions)
+[![Build](https://github.com/apache/incubator-nlpcraft/workflows/build/badge.svg)](https://github.com/apache/incubator-nlpcraft/actions)
 [![Documentation 
Status](https://img.shields.io/:docs-latest-green.svg)](https://nlpcraft.apache.org/docs.html)
 
[![Gitter](https://badges.gitter.im/apache-nlpcraft/community.svg)](https://gitter.im/apache-nlpcraft/community)
 
diff --git a/nlpcraft/src/main/python/ctxword/WINDOWS_SETUP.md 
b/nlpcraft/src/main/python/ctxword/WINDOWS_SETUP.md
index 5ee86bc..8eea91b 100644
--- a/nlpcraft/src/main/python/ctxword/WINDOWS_SETUP.md
+++ b/nlpcraft/src/main/python/ctxword/WINDOWS_SETUP.md
@@ -19,7 +19,7 @@
 <br>
 
 
[![License](https://img.shields.io/badge/license-Apache%202-blue.svg)](https://raw.githubusercontent.com/apache/opennlp/master/LICENSE)
-[![build](https://github.com/apache/incubator-nlpcraft/workflows/build/badge.svg)](https://github.com/apache/incubator-nlpcraft/actions)
+[![Build](https://github.com/apache/incubator-nlpcraft/workflows/build/badge.svg)](https://github.com/apache/incubator-nlpcraft/actions)
 [![Documentation 
Status](https://img.shields.io/:docs-latest-green.svg)](https://nlpcraft.apache.org/docs.html)
 
[![Gitter](https://badges.gitter.im/apache-nlpcraft/community.svg)](https://gitter.im/apache-nlpcraft/community)
 
diff --git a/nlpcraft/src/main/python/ctxword/jupyter/README.md 
b/nlpcraft/src/main/python/ctxword/jupyter/README.md
index c511b0b..d6bb471 100644
--- a/nlpcraft/src/main/python/ctxword/jupyter/README.md
+++ b/nlpcraft/src/main/python/ctxword/jupyter/README.md
@@ -19,7 +19,7 @@
 <br>
 
 
[![License](https://img.shields.io/badge/license-Apache%202-blue.svg)](https://raw.githubusercontent.com/apache/opennlp/master/LICENSE)
-[![build](https://github.com/apache/incubator-nlpcraft/workflows/build/badge.svg)](https://github.com/apache/incubator-nlpcraft/actions)
+[![Build](https://github.com/apache/incubator-nlpcraft/workflows/build/badge.svg)](https://github.com/apache/incubator-nlpcraft/actions)
 [![Documentation 
Status](https://img.shields.io/:docs-latest-green.svg)](https://nlpcraft.apache.org/docs.html)
 
[![Gitter](https://badges.gitter.im/apache-nlpcraft/community.svg)](https://gitter.im/apache-nlpcraft/community)
 
diff --git a/nlpcraft/src/main/scala/org/apache/nlpcraft/examples/README.md 
b/nlpcraft/src/main/scala/org/apache/nlpcraft/examples/README.md
index edf6f64..cc03d61 100644
--- a/nlpcraft/src/main/scala/org/apache/nlpcraft/examples/README.md
+++ b/nlpcraft/src/main/scala/org/apache/nlpcraft/examples/README.md
@@ -19,7 +19,7 @@
 <br>
 
 
[![License](https://img.shields.io/badge/license-Apache%202-blue.svg)](https://raw.githubusercontent.com/apache/opennlp/master/LICENSE)
-[![build](https://github.com/apache/incubator-nlpcraft/workflows/build/badge.svg)](https://github.com/apache/incubator-nlpcraft/actions)
+[![Build](https://github.com/apache/incubator-nlpcraft/workflows/build/badge.svg)](https://github.com/apache/incubator-nlpcraft/actions)
 [![Documentation 
Status](https://img.shields.io/:docs-latest-green.svg)](https://nlpcraft.apache.org/docs.html)
 
[![Gitter](https://badges.gitter.im/apache-nlpcraft/community.svg)](https://gitter.im/apache-nlpcraft/community)
 
diff --git 
a/nlpcraft/src/main/scala/org/apache/nlpcraft/examples/echo/README.md 
b/nlpcraft/src/main/scala/org/apache/nlpcraft/examples/echo/README.md
index 82ca670..a707ae5 100644
--- a/nlpcraft/src/main/scala/org/apache/nlpcraft/examples/echo/README.md
+++ b/nlpcraft/src/main/scala/org/apache/nlpcraft/examples/echo/README.md
@@ -19,36 +19,16 @@
 <br>
 
 
[![License](https://img.shields.io/badge/license-Apache%202-blue.svg)](https://raw.githubusercontent.com/apache/opennlp/master/LICENSE)
-[![build](https://github.com/apache/incubator-nlpcraft/workflows/build/badge.svg)](https://github.com/apache/incubator-nlpcraft/actions)
+[![Build](https://github.com/apache/incubator-nlpcraft/workflows/build/badge.svg)](https://github.com/apache/incubator-nlpcraft/actions)
 [![Documentation 
Status](https://img.shields.io/:docs-latest-green.svg)](https://nlpcraft.apache.org/docs.html)
 
[![Gitter](https://badges.gitter.im/apache-nlpcraft/community.svg)](https://gitter.im/apache-nlpcraft/community)
 
 ### Echo Example
-This is a Scala example.
-
-For any user input this example model returns JSON representation of the query 
+For any user input this Scala-based example model returns JSON representation 
of the query 
 context corresponding to that input. This is a simple demonstration of the 
 JSON output and of most of the NLPCraft-provided data that a user defined 
model 
 can operate on. This example can be useful during the development to see what 
 object properties are available.
-
-### Running
-You can run necessary JVMs for this example the same way from either the 
command line or IDE.
-Note that you don't need to start Data Probe standalone if you are only 
running the unit test as it uses the 
-embedded probe and starts it automatically:
- * Run REST server:
-    * **Main class:** `org.apache.nlpcraft.NCStart`
-    * **Program arguments:** `-server`
- * Test using built-in model auto-validator:
-    * **Main class:** 
`org.apache.nlpcraft.model.tools.test.NCTestAutoModelValidator`
-    * **VM arguments:** 
`-DNLPCRAFT_TEST_MODELS=org.apache.nlpcraft.examples.echo.EchoModel`      
-
-If not using built-in test framework (i.e. not using embedded probe) you need 
to start data probe manually:     
- * Run probe standalone and use your own [REST 
client](https://nlpcraft.apache.org/using-rest.html):
-    * **Main class:** `org.apache.nlpcraft.NCStart`
-    * **VM arguments:** `-Dconfig.override_with_env_vars=true`
-    * **Environment variables:** 
`CONFIG_FORCE_nlpcraft_probe_models="org.apache.nlpcraft.examples.echo.EchoModel"`
-    * **Program arguments:** `-probe`
     
 ### Documentation  
 See [Getting Started](https://nlpcraft.apache.org/getting-started.html) guide 
for more instructions on how to run these examples.
diff --git 
a/nlpcraft/src/main/scala/org/apache/nlpcraft/examples/helloworld/README.md 
b/nlpcraft/src/main/scala/org/apache/nlpcraft/examples/helloworld/README.md
index 8f998cf..ad9b94d 100644
--- a/nlpcraft/src/main/scala/org/apache/nlpcraft/examples/helloworld/README.md
+++ b/nlpcraft/src/main/scala/org/apache/nlpcraft/examples/helloworld/README.md
@@ -19,31 +19,13 @@
 <br>
 
 
[![License](https://img.shields.io/badge/license-Apache%202-blue.svg)](https://raw.githubusercontent.com/apache/opennlp/master/LICENSE)
-[![build](https://github.com/apache/incubator-nlpcraft/workflows/build/badge.svg)](https://github.com/apache/incubator-nlpcraft/actions)
+[![Build](https://github.com/apache/incubator-nlpcraft/workflows/build/badge.svg)](https://github.com/apache/incubator-nlpcraft/actions)
 [![Documentation 
Status](https://img.shields.io/:docs-latest-green.svg)](https://nlpcraft.apache.org/docs.html)
 
[![Gitter](https://badges.gitter.im/apache-nlpcraft/community.svg)](https://gitter.im/apache-nlpcraft/community)
 
 ### HelloWorld Example
 This trivial example simply responds with 'Hello World!' on any user input.
-This is the simplest and shortest user model that can be defined.
-
-### Running
-You can run necessary JVMs for this example the same way from either the 
command line or IDE.
-Note that you don't need to start Data Probe standalone if you are only 
running the unit test as it uses the 
-embedded probe and starts it automatically:
- * Run REST server:
-    * **Main class:** `org.apache.nlpcraft.NCStart`
-    * **Program arguments:** `-server`
- * Test using built-in model auto-validator:
-     * **Main class:** 
`org.apache.nlpcraft.model.tools.test.NCTestAutoModelValidator`
-     * **VM arguments:** 
`-DNLPCRAFT_TEST_MODELS=org.apache.nlpcraft.examples.helloworld.HelloWorldModel`
     
-
-If not using built-in test framework (i.e. not using embedded probe) you need 
to start data probe manually:   
- * Run probe standalone and use your own [REST 
client](https://nlpcraft.apache.org/using-rest.html):
-    * **Main class:** `org.apache.nlpcraft.NCStart`
-    * **VM arguments:** `-Dconfig.override_with_env_vars=true`
-    * **Environment variables:** 
`CONFIG_FORCE_nlpcraft_probe_models="org.apache.nlpcraft.examples.helloworld.HelloWorldModel"`
-    * **Program arguments:** `-probe`
+This is the simplest user model that can be defined.
  
 ### Documentation
 See [Getting Started](https://nlpcraft.apache.org/getting-started.html) guide 
for more instructions on how to run these examples.
diff --git 
a/nlpcraft/src/main/scala/org/apache/nlpcraft/examples/phone/README.md 
b/nlpcraft/src/main/scala/org/apache/nlpcraft/examples/phone/README.md
index 4058d45..f36394f 100644
--- a/nlpcraft/src/main/scala/org/apache/nlpcraft/examples/phone/README.md
+++ b/nlpcraft/src/main/scala/org/apache/nlpcraft/examples/phone/README.md
@@ -19,7 +19,7 @@
 <br>
 
 
[![License](https://img.shields.io/badge/license-Apache%202-blue.svg)](https://raw.githubusercontent.com/apache/opennlp/master/LICENSE)
-[![build](https://github.com/apache/incubator-nlpcraft/workflows/build/badge.svg)](https://github.com/apache/incubator-nlpcraft/actions)
+[![Build](https://github.com/apache/incubator-nlpcraft/workflows/build/badge.svg)](https://github.com/apache/incubator-nlpcraft/actions)
 [![Documentation 
Status](https://img.shields.io/:docs-latest-green.svg)](https://nlpcraft.apache.org/docs.html)
 
[![Gitter](https://badges.gitter.im/apache-nlpcraft/community.svg)](https://gitter.im/apache-nlpcraft/community)
 
@@ -28,27 +28,6 @@ This example simulates voice phone dialing a-la Siri or 
Google Assistant.
 It doesn't actually do a phone dialing, but it recognizes the recipient and 
returns it back. You
 can easily add access to the contact database and issue the call via many 
existing REST services.
 
-### Running
-You can run necessary JVMs for this example the same way from either the 
command line or IDE.
-Note that you don't need to start Data Probe standalone if you are only 
running the unit test as it uses the 
-embedded probe and starts it automatically:
- * Run REST server:
-    * **Main class:** `org.apache.nlpcraft.NCStart`
-    * **VM arguments:** `-Dconfig.override_with_env_vars=true`
-    * **Environment variables:** 
-      * `CONFIG_FORCE_nlpcraft_server_tokenProviders="nlpcraft, google"`
-    * **Program arguments:** `-server`
- * Test using built-in model auto-validator:
-    * **Main class:** 
`org.apache.nlpcraft.model.tools.test.NCTestAutoModelValidator`
-    * **VM arguments:** 
`-DNLPCRAFT_TEST_MODELS=org.apache.nlpcraft.examples.phone.PhoneModel`       
-
-If not using built-in test framework (i.e. not using embedded probe) you need 
to start data probe manually:     
- * Run probe standalone and use your own [REST 
client](https://nlpcraft.apache.org/using-rest.html):
-    * **Main class:** `org.apache.nlpcraft.NCStart`
-    * **VM arguments:** `-Dconfig.override_with_env_vars=true`
-    * **Environment variables:** 
`CONFIG_FORCE_nlpcraft_probe_models="org.apache.nlpcraft.examples.phone.PhoneModel"`
-    * **Program arguments:** `-probe`
-
 ### Documentation  
 See [Getting Started](https://nlpcraft.apache.org/getting-started.html) guide 
for more instructions on how to run these examples.
 See also [Integrations](https://nlpcraft.apache.org/integrations.html) section 
on how to configure 3rd party token providers.
diff --git a/nlpcraft/src/main/scala/org/apache/nlpcraft/examples/sql/README.md 
b/nlpcraft/src/main/scala/org/apache/nlpcraft/examples/sql/README.md
index 5caaa79..3be2d31 100644
--- a/nlpcraft/src/main/scala/org/apache/nlpcraft/examples/sql/README.md
+++ b/nlpcraft/src/main/scala/org/apache/nlpcraft/examples/sql/README.md
@@ -19,7 +19,7 @@
 <br>
 
 
[![License](https://img.shields.io/badge/license-Apache%202-blue.svg)](https://raw.githubusercontent.com/apache/opennlp/master/LICENSE)
-[![build](https://github.com/apache/incubator-nlpcraft/workflows/build/badge.svg)](https://github.com/apache/incubator-nlpcraft/actions)
+[![Build](https://github.com/apache/incubator-nlpcraft/workflows/build/badge.svg)](https://github.com/apache/incubator-nlpcraft/actions)
 [![Documentation 
Status](https://img.shields.io/:docs-latest-green.svg)](https://nlpcraft.apache.org/docs.html)
 
[![Gitter](https://badges.gitter.im/apache-nlpcraft/community.svg)](https://gitter.im/apache-nlpcraft/community)
 
@@ -27,32 +27,9 @@
 This example demonstrates the relatively complex case of taking an existing 
SQL schema and developing
 a natural language interface to it. Although it does not support many standard 
SQL capabilities (to limit the size of the 
 example itself) - it is designed in a such a way that it can be easily 
extended and developed further.  
-
-### Running
-This example can be run the same way as other examples with one exception - it 
needs to run H2 database server. 
-The unit test for this example runs H2 database server automatically (which 
can be run manually, if necessary).
-You need to start H2 database server standalone when you are using 
`NCSqlModelGenerator` model generation utility.
-You can run necessary JVMs for this example similarly from command line or IDE.
-Note that you don't need to start Data Probe standalone if you are only 
running the unit test as it uses the 
-embedded probe and starts it automatically:
- *  Run REST server:
-    * **Main class:** `org.apache.nlpcraft.NCStart`
-    * **Program arguments:** `-server`
- * Test using built-in test framework:
-    * **JUnit class:** `org.apache.nlpcraft.examples.sql.NCSqlExampleTest`
-
-If not using built-in test framework (i.e. not using embedded probe) you need 
to start data probe manually:    
- * To run probe standalone and use your own [REST 
client](https://nlpcraft.apache.org/using-rest.html):
-    * **Main class:** `org.apache.nlpcraft.NCStart`
-    * **VM arguments:** `-Dconfig.override_with_env_vars=true`
-    * **Environment variables:** 
`CONFIG_FORCE_nlpcraft_probe_models="org.apache.nlpcraft.examples.sql.SqlModel"`
-    * **Program arguments:** `-probe`
-    
-    When running data probe standalone you need run H2 database sever manually 
(from command line or IDE):
-    * **Main class:** `org.apache.nlpcraft.examples.sql.db.SqlServerRunner`
     
 ### Documentation  
-See [Getting Started](https://nlpcraft.apache.org/getting-started.html) guide 
for more instructions on how to run these examples.
+See [SQL Model](http://nlpcraft.apache.org/examples/sql_model.html) guide for 
more instructions on how to run this example.
 
 For any questions, feedback or suggestions:
 
diff --git 
a/nlpcraft/src/main/scala/org/apache/nlpcraft/examples/time/README.md 
b/nlpcraft/src/main/scala/org/apache/nlpcraft/examples/time/README.md
index 451e87b..501ca68 100644
--- a/nlpcraft/src/main/scala/org/apache/nlpcraft/examples/time/README.md
+++ b/nlpcraft/src/main/scala/org/apache/nlpcraft/examples/time/README.md
@@ -19,31 +19,13 @@
 <br>
 
 
[![License](https://img.shields.io/badge/license-Apache%202-blue.svg)](https://raw.githubusercontent.com/apache/opennlp/master/LICENSE)
-[![build](https://github.com/apache/incubator-nlpcraft/workflows/build/badge.svg)](https://github.com/apache/incubator-nlpcraft/actions)
+[![Build](https://github.com/apache/incubator-nlpcraft/workflows/build/badge.svg)](https://github.com/apache/incubator-nlpcraft/actions)
 [![Documentation 
Status](https://img.shields.io/:docs-latest-green.svg)](https://nlpcraft.apache.org/docs.html)
 
[![Gitter](https://badges.gitter.im/apache-nlpcraft/community.svg)](https://gitter.im/apache-nlpcraft/community)
 
 ### Time Example
 This example data model answers the questions about current time, either local 
to the caller or at some city.
 It provides YAML response with time and timezone information and uses YAML 
model definition.
- 
-### Running
-You can run necessary JVMs for this example the same way from either the 
command line or IDE.
-Note that you don't need to start Data Probe standalone if you are only 
running the unit test as it uses the 
-embedded probe and starts it automatically:
- * Run REST server:
-    * **Main class:** `org.apache.nlpcraft.NCStart`
-    * **Program arguments:** `-server`
- * Test using built-in model auto-validator:
-    * **Main class:** 
`org.apache.nlpcraft.model.tools.test.NCTestAutoModelValidator`
-    * **VM arguments:** 
`-DNLPCRAFT_TEST_MODELS=org.apache.nlpcraft.examples.time.TimeModel`       
-
-If not using built-in test framework (i.e. not using embedded probe) you need 
to start data probe manually:   
- * Run probe standalone and use your own [REST 
client](https://nlpcraft.apache.org/using-rest.html):
-    * **Main class:** `org.apache.nlpcraft.NCStart`
-    * **VM arguments:** `-Dconfig.override_with_env_vars=true`
-    * **Environment variables:** 
`CONFIG_FORCE_nlpcraft_probe_models="org.apache.nlpcraft.examples.time.TimeModel"`
-    * **Program arguments:** `-probe`
 
 ### Documentation  
 See [Getting Started](https://nlpcraft.apache.org/getting-started.html) guide 
for more instructions on how to run these examples.
diff --git 
a/nlpcraft/src/main/scala/org/apache/nlpcraft/examples/weather/README.md 
b/nlpcraft/src/main/scala/org/apache/nlpcraft/examples/weather/README.md
index a8a0907..e3aec8c 100644
--- a/nlpcraft/src/main/scala/org/apache/nlpcraft/examples/weather/README.md
+++ b/nlpcraft/src/main/scala/org/apache/nlpcraft/examples/weather/README.md
@@ -19,35 +19,17 @@
 <br>
 
 
[![License](https://img.shields.io/badge/license-Apache%202-blue.svg)](https://raw.githubusercontent.com/apache/opennlp/master/LICENSE)
-[![build](https://github.com/apache/incubator-nlpcraft/workflows/build/badge.svg)](https://github.com/apache/incubator-nlpcraft/actions)
+[![Build](https://github.com/apache/incubator-nlpcraft/workflows/build/badge.svg)](https://github.com/apache/incubator-nlpcraft/actions)
 [![Documentation 
Status](https://img.shields.io/:docs-latest-green.svg)](https://nlpcraft.apache.org/docs.html)
 
[![Gitter](https://badges.gitter.im/apache-nlpcraft/community.svg)](https://gitter.im/apache-nlpcraft/community)
 
 ### Weather Service Example
 This example demonstrates relatively complete NLI-based weather service with 
JSON output and a non-trivial
-intent matching logic. It uses https://www.apixu.com REST service for the 
actual
+intent matching logic. It uses Apple's [Dark Sky](https://darksky.net) API 
weather provider REST service for the actual 
 weather information.
 
-### Running
-You can run necessary JVMs for this example the same way from either the 
command line or IDE.
-Note that you don't need to start Data Probe standalone if you are only 
running the unit test as it uses the 
-embedded probe and starts it automatically:
- * Run REST server:
-    * **Main class:** `org.apache.nlpcraft.NCStart`
-    * **Program arguments:** `-server`
- * Test using built-in model auto-validator:
-    * **Main class:** 
`org.apache.nlpcraft.model.tools.test.NCTestAutoModelValidator`
-    * **VM arguments:** 
`-DNLPCRAFT_TEST_MODELS=org.apache.nlpcraft.examples.weather.WeatherModel`      
-
-If not using built-in test framework (i.e. not using embedded probe) you need 
to start data probe manually:         
- * Run probe standalone and use your own [REST 
client](https://nlpcraft.apache.org/using-rest.html):
-    * **Main class:** `org.apache.nlpcraft.NCStart`
-    * **VM arguments:** `-Dconfig.override_with_env_vars=true`
-    * **Environment variables:** 
`CONFIG_FORCE_nlpcraft_probe_models="org.apache.nlpcraft.examples.weather.WeatherModel"`
-    * **Program arguments:** `-probe`
-
 ### Documentation  
-See [Getting Started](https://nlpcraft.apache.org/getting-started.html) guide 
for more instructions on how to run these examples.
+See [WeatherBot](https://nlpcraft.apache.org/examples/weather_bot.html) guide 
for more instructions on how to run this example.
 
 For any questions, feedback or suggestions:
 

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