diff --git a/README.md b/README.md
index c6968eb5..2b3c62c5 100644
--- a/README.md
+++ b/README.md
@@ -7,6 +7,23 @@ automatically build and deploy a sample
[Amazon Lex](https://aws.amazon.com/lex/)
web interface.
+## Web UI Application
+The sample chatbot web user interface can be used to interact with an
+Amazon Lex bot using text or voice with a webRTC capable browser.
+
+The interface interacts with AWS services directly from the browser. Here
+is a diagram of how the application works:
+
+
+
+For details about the web app, see the accompanying
+[README](lex-web-ui/README.md) file and the source under the
+[lex-web-ui](lex-web-ui) directory.
+
+Here is a screenshot of it:
+
+
+
## Launching
To deploy a CloudFormation stack with a working demo of the application,
follow the steps below:
@@ -154,24 +171,6 @@ This project contains the following main directories:
|__ templates # cloudformation templates and related lambda functions
|__ custom-resources # lambda functions used in cfn custom resources
```
-
-## Web UI Application
-The sample chatbot web user interface can be used to interact with any
-Lex bot using text or voice with any webRTC capable browser.
-
-The interface interacts with AWS services directly from the browser. Here is
-a diagram of how the application works:
-
-
-
-For details about the web app, see the accompanying
-[README](lex-web-ui/README.md) file and the source under the
-[lex-web-ui](lex-web-ui) directory.
-
-Here is a screenshot of it:
-
-
-
# How do I ...?
## Use or deploy my own bot?
@@ -188,7 +187,7 @@ file. This file is used by the
run in Lambda by a CloudFormation Custom Resource in the bot stack
created by the
[lexbot.yaml](templates/lexbot.yaml) template.
-The bot definition is in a JSON file tha contains all the resources
+The bot definition is in a JSON file that contains all the resources
associated with the bot including intents and slot types.
The lex-manager.py script can be also used as a stand-alone shell script.