updated CLI readme (#1243)

* updated CLI readme

* Update README.md

actually remove the extra lines

Author: Eyal

README.md

@@ -5,9 +5,9 @@
 # BF Command Line Interface
 [![Build Status](https://fuselabs.visualstudio.com/SDK_Public/_apis/build/status/microsoft.botframework-cli?branchName=main)](https://fuselabs.visualstudio.com/SDK_Public/_build/latest?definitionId=713&branchName=main)
 
-The new BF Command Line Interface (CLI) tool replaces the collection of standalone tools used to manage Bot Framework bots and related services. We have ported most tools and are in process of porting the rest. The new BF CLI aggregates the collection of cross-platform tools into one cohesive and consistent interface.
+BF Command Line Interface (CLI) tool replaces and aggregates the collection of standalone tools used to manage Bot Framework bots and related services into one cohesive and consistent interface.
 
-The old tools will be deprecated in subsequent releases. All new investments, bug fixes, and new features will be implemented in the new consolidated BF CLI alone.
+The old tools have been deprecated. All new investments, bug fixes, and new features will be implemented in the new consolidated BF CLI alone.
 
 ## Installation
 
@@ -43,22 +43,25 @@ The following commands are currently available:
 * [Dialog][3]
 * [Luis][4]
 * [QnAMaker][5]
+* [Orchestrator][6]
 
 See [Porting Map](https://github.com/microsoft/botframework-cli/blob/main/PortingMap.md) for a mapping reference between old and new tools
 
 ## Overview
 
 The  Bot Framework Command Line Interface (BF CLI) cross-platform tool is used to manage Bot Framework bots and related services. It is part of the [Microsoft Bot Framework](https://github.com/Microsoft/botframework), a comprehensive framework for building enterprise-grade conversational AI experiences.  In particular, BF CLI provides fundamental functionality when used in conjunction with Continuous Integration, and Continuous Deployment (CI/CD) pipelines.
 
-As you build your bot, you may also need to integrate AI services like [LUIS.ai](http://luis.ai) for language understanding, [QnAMaker.ai](http://qnamaker.ai) for your bot to respond to simple questions in a Q&A format, and more. The _[bf luis](./packages/cli#bf-luis)_ command is used to convert, and translate language definition _.lu_ files or generate corresponding source (C# or JavaScript) code. Then, use the [Luis Tool](https://github.com/microsoft/botbuilder-tools/tree/master/packages/LUIS)  to deploy the local files, train, test, and publish them as Language Understanding models within the LUIS service. If used to define QnAMaker question/answer Knowledgebase, use the _[bf qnamaker](./packages/cli#bf-qnamaker)_ command to create and manage QnAMaker assets both locally, and on the QnAMaker service. Please refer to the[ _lu_ library documentation](./packages/lu)  for extended discussion on how to work with .lu file formats. _Note: You may be familiar with the Luis command if you used the legacy [LuDown](https://github.com/microsoft/botbuilder-tools/tree/master/packages/Ludown) and [LuisGen](https://github.com/microsoft/botbuilder-tools/tree/master/packages/LUISGen) tools._
+As you build your bot, you may also need to integrate AI services like [LUIS.ai](http://luis.ai) for language understanding, [QnAMaker.ai](http://qnamaker.ai) for your bot to respond to simple questions in a Q&A format, and more. The _[bf luis](./packages/cli#bf-luis)_ command is used to convert, and translate language definition _.lu_ files or generate corresponding source (C# or JavaScript) code as well as deploy the local files, train, test, and publish them as Language Understanding models within the LUIS service. If used to define QnAMaker question/answer Knowledgebase, use the _[bf qnamaker](./packages/cli#bf-qnamaker)_ command to create and manage QnAMaker assets both locally, and on the QnAMaker service. Please refer to the[ _lu_ library documentation](./packages/lu)  for extended discussion on how to work with .lu file formats. _Note: You may be familiar with the Luis command if you used the legacy [LuDown](https://github.com/microsoft/botbuilder-tools/tree/master/packages/Ludown) and [LuisGen](https://github.com/microsoft/botbuilder-tools/tree/master/packages/LUISGen) tools._
 
-As your bot grows in sophistication, use [Dispatch](https://github.com/Microsoft/botbuilder-tools/tree/master/packages/Dispatch) CLI  to create and evaluate LUIS models used to dispatch intent across multiple bot modules such as LUIS models, QnA knowledgebases, and assist in routing messages to backend bot skills.
+As your bot grows in sophistication, use [bf orchestrator][6] command to generate a dispatcher LU from the language assets in your solution similar to the legacy [dispatch](https://github.com/Microsoft/botbuilder-tools/tree/master/packages/Dispatch) CLI. Then, you may use the [Orchestrator][7] recognizer for dispatching across subsequent services and skills. Use bf orchestrator command to evaluate language model quality. Use Orchestrator to to route intents across multiple bot modules such as LUIS models, QnA knowledgebases, and assist in routing messages to backend bot skills.
 
 To test and refine your bot, you can use the new [V4 Bot Framework Emulator](https://github.com/Microsoft/BotFramework-Emulator/releases). The Bot Framework Emulator is a cross-platform [Electron](https://electronjs.org/) application that enables you to test and debug your bots on local machine or in the cloud.
 
 Also, during early designs stages you may want to create mockup of conversations between the user and the bot for the specific scenarios your bot will support. Use [bf chatdown](./packages/cli#bf-chatdown) command to author conversation mockup .chat files and convert them into rich transcripts and view the conversations in the the Emulator.
 
-Lastly, with the [Azure CLI Bot extension](./AzureCli.md) (_az bot_ command), you can create, download, publish, configure channels with the [Azure Bot Service](https://azure.microsoft.com/en-us/services/bot-service/). It is a plugin that extends the functionality of [Azure CLI](https://docs.microsoft.com/en-us/cli/azure/install-azure-cli?view=azure-cli-latest) to manage your Azure Bot Service assets.
+With the [Azure CLI Bot extension](./AzureCli.md) (_az bot_ command), you can create, download, publish, configure channels with the [Azure Bot Service](https://azure.microsoft.com/en-us/services/bot-service/). It is a plugin that extends the functionality of [Azure CLI](https://docs.microsoft.com/en-us/cli/azure/install-azure-cli?view=azure-cli-latest) to manage your Azure Bot Service assets.
+
+Lastly, although the CLI is primarily used in code-first solutions and CI/CD pipeline automation, since the underlying libraries are also used in [Bot Framework Composer][8], it can be used to provision and organize some assets for Bot Framework Composer (such as .dialog generation, Orchestrator evaluation, exporting LUIS & QnAMaker models).  
 
 
 ### See Also
@@ -67,6 +70,7 @@ Lastly, with the [Azure CLI Bot extension](./AzureCli.md) (_az bot_ command), yo
 * [Azure Bot Service](https://docs.microsoft.com/en-us/azure/bot-service/bot-service-overview-introduction?view=azure-bot-service-4.0)
 * [LUIS](https://docs.microsoft.com/en-us/azure/cognitive-services/luis/index)
 * [QnAMaker](https://docs.microsoft.com/en-us/azure/cognitive-services/qnamaker/)
+* [Orchestrator][7]
 * [Bot Design Guidelines](https://docs.microsoft.com/en-us/azure/bot-service/bot-service-design-principles)
 
 ## Issues and Feature Requests
@@ -129,5 +133,6 @@ Copyright (c) Microsoft Corporation. All rights reserved.
 [3]: ./packages/dialog/README.md
 [4]: ./packages/luis/README.md
 [5]: ./packages/qnamaker/README.md
-
-
+[6]: ./packages/orchestrator/README.md
+[7]: https://aka.ms/bf-orchestrator
+[8]: https://docs.microsoft.com/en-us/composer/introduction