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     new 05d19ce  Update README.md
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commit 05d19ce948ccca336cb47ad6013464d36767c4b7
Author: Aaron Radzinski <[email protected]>
AuthorDate: Sun Mar 21 19:38:36 2021 -0700

    Update README.md
---
 README.md | 40 ++++++++++++++++++++++------------------
 1 file changed, 22 insertions(+), 18 deletions(-)

diff --git a/README.md b/README.md
index 34830e0..169d631 100644
--- a/README.md
+++ b/README.md
@@ -24,37 +24,44 @@
 
[![Gitter](https://badges.gitter.im/apache-nlpcraft/community.svg)](https://gitter.im/apache-nlpcraft/community)
 
 ## What is Apache NLPCraft?
-[Apache NLPCraft](https://nlpcraft.apache.org/) is an open source library for 
adding a natural language interface for modern applications: 
+[Apache NLPCraft](https://nlpcraft.apache.org/) is an open source library for 
adding a natural language interface 
+for modern applications. It enables people to interact with your products 
using voice
+or text: 
 
  * Download, Maven/Grape/Gradle/SBT, installation 
[instructions](https://nlpcraft.apache.org/download.html) 
- * Read [documentation](https://nlpcraft.apache.org/docs.html)
+ * Read [docs](https://nlpcraft.apache.org/docs.html), 
[Javadoc](https://nlpcraft.apache.org/apis/latest/index.html) and [REST 
APIs](https://nlpcraft.apache.org/using-rest.html)
  * View & run 
[examples](https://github.com/apache/incubator-nlpcraft/tree/master/nlpcraft/src/main/scala/org/apache/nlpcraft/examples)
- * Latest [Javadoc](https://nlpcraft.apache.org/apis/latest/index.html) and 
[REST APIs](https://nlpcraft.apache.org/using-rest.html)
  * File a bug or improvement in 
[JIRA](https://issues.apache.org/jira/projects/NLPCRAFT)
  * Post a question at [Stack 
Overflow](https://stackoverflow.com/questions/ask) using <code>nlpcraft</code> 
tag
- * Access [GitHub](https://github.com/apache/incubator-nlpcraft) mirror 
repository.
  * Join project developers on 
[[email protected]](mailto:[email protected])
  
 ## Why Natural Language?
-Natural Language Interface (NLI) enables users to explore any type of data 
sources using natural language augmenting existing UI/UX with fidelity and 
simplicity of a familiar spoken language.
-There is no learning curve, no special rules or UI to master, no cumbersome 
syntax or terms to remember - just a natural language that your users already 
speak.
- 
+Natural Language Interface enables users to interact with any type of products
+using natural language augmenting existing UI/UX with fidelity and simplicity 
of a familiar spoken language.
+Natural Language has no learning curve, no special rules or UI to master, no 
cumbersome syntax or 
+terms to remember - it's just a natural interface that your users already know.
+
 ## Key Features
-### Programmable Intents
-Fully programmable, advanced NLPCraft IDL (Intent Definition Language) with 
deterministic matching provides easy to use and expressive mechanism for a 
complex intent logic.
+### Intent Definition Language
+Advanced Intent Definition Language (IDL) coupled with deterministic intent 
matching
+provide ease of use and unprecedented expressiveness for designing real-life, 
non-trivial intents.
+
+### Composable Named Entities
+Easily compose, mix and match new named entities out of built-in or external 
ones, creating new
+reusable named entity recognizers on the fly.
 
 ### Short-Term-Memory
 Advanced out-of-the-box support for maintaining and managing conversational 
context that is fully integrated with intent matching.
  
-### English Focused
-NLPCraft focuses on processing English language delivering the ease of use and 
unparalleled comprehension for the language spoken by more than a billion 
people.
+### Model-As-A-Code
+Everything you do with NLPCraft is part of your source code. No more awkward 
web UIs
+splitting your logic across different incompatible places. Model-as-a-code is 
built by
+engineers, and it reflects how engineers work.
 
 ### By Devs - For Devs
-Built with a singular focus - provide developers with unprecedented 
productivity and efficiency when building  modern NLI applications.
+Built with a singular focus - provide state-of-the-art developers with 
unprecedented productivity and efficiency when building
+modern natural language applications.
 
-### Composable Named Entities
-Compose new reusable Named Entities out of existing internal or external ones, 
build new ones and mix and match using comprehensive NLPCraft IDL.
-                       
 ### Java-First
 REST API and Java-based implementation natively supports the world's largest 
ecosystem of development tools, multiple programming languages, frameworks and 
services.
 
@@ -63,9 +70,6 @@ REST API and Java-based implementation natively supports the 
world's largest eco
 <a target=_ href="https://groovy-lang.org/";><img 
src="https://nlpcraft.apache.org/images/groovy.png"; height="32px" alt=""></a>
 <a target=_ href="https://kotlinlang.org/";><img 
src="https://nlpcraft.apache.org/images/kotlin.png"; height="32px" alt=""></a>
 
-### Model-As-A-Code
-Model-as-a-code convention natively supports any system development life cycle 
tools and frameworks in the Java ecosystem.
-
 ### Out-Of-The-Box Integration
 NLPCraft natively integrates with 3rd party libraries for base NLP processing 
and named entity recognition:
 

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