diff --git a/Dockerfile b/Dockerfile
index be1951c5..93fae0a5 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -7,6 +7,14 @@ COPY . .
 RUN dotnet build
 RUN dotnet publish --output /app/ --configuration Debug
 
+# install facebookresearch fasttext
+RUN wget https://github.com/facebookresearch/fastText/archive/v0.1.0.zip
+RUN apt-get update 
+RUN apt-get install -y unzip make g++
+RUN unzip v0.1.0.zip
+WORKDIR /source/fastText-0.1.0/ 
+RUN make
+
 # stage 2: run
 WORKDIR /app
-ENTRYPOINT [ "dotnet", "BotSharp.WebHost.dll" ]
\ No newline at end of file
+ENTRYPOINT [ "dotnet", "BotSharp.WebHost.dll" ]
diff --git a/README.rst b/README.rst
index 5eb4349b..fa0fc3d5 100644
--- a/README.rst
+++ b/README.rst
@@ -60,7 +60,17 @@ Start a container:
 
 ::
 
- PS D:\BotSharp\> docker run -it -p 3112:3112 botsharp
+ PS D:\BotSharp\> docker run -it -p 5000:5000 botsharp
+
+
+To integrate Rasa UI with botsharp, you can use docker compose to run
+
+::
+
+ PS D:\BotSharp\> docker-compose up
+ 
+
+point your web browser at http://localhost:5001 and enjoy Rasa-UI with Botsharp
 
 
 Install in NuGet
@@ -89,4 +99,4 @@ Tip Jar
 .. _Rasa UI: https://github.com/paschmann/rasa-ui
 .. _Articulate UI: https://spg.ai/projects/articulate
 .. _Microsoft .NET Core: https://www.microsoft.com/net/download
-.. _Docker: https://www.docker.com
\ No newline at end of file
+.. _Docker: https://www.docker.com
diff --git a/docker-compose.yml b/docker-compose.yml
new file mode 100644
index 00000000..9fcd428a
--- /dev/null
+++ b/docker-compose.yml
@@ -0,0 +1,17 @@
+version: '3.0'
+
+services:
+  ui:
+    image: botsharpdocker/botsharp-rasaui:latest
+    ports: ['0.0.0.0:5001:5001']
+    networks: ['botsharp-network']
+    environment:
+     - rasanluendpoint=http://botsharp:5000
+     
+  botsharp:
+    image: botsharpdocker/botsharp:latest
+    ports: ['0.0.0.0:5000:5000']
+    networks: ['botsharp-network']
+
+
+networks: {botsharp-network: {}}
\ No newline at end of file