Microsoft Botframework - AI In this hands-on lab you are going to work with Bot Composer. Microsoft Botframework Composer Microsoft Botframework Emulator Ref: https://www.meetup.com/NepalCloudPro/events/279731864/

1. Microsoft Bot Framework
Marvin Heng | @hmheng

2. We used to
gather
together.

3. BUT THINGS CHANGED

4. Now, we are
apart and to
meet virtually.

5. We have been
paying cash
note for
everything

6. And then we
realized how
safe and
important for us
to pay virtually.

7. This had been the
ways our orders
being taken.

8. And now,
we can
conveniently
order online.

10. BUT WAYS OF
COMMUNICATION AND
THINGS BEING CARRIED OUT
JUST CHANGED.

13. Microsoft AI

15. Microsoft Botframework
• A comprehensive framework for building enterprise-grade conversational AI
experiences.
• It is hosted on secured & scalable intelligent cloud – Azure.
• Extensible with Microsoft AI services.
• Supported with open-source SDK, integration API.

17. Channels that are supported

18. Microsoft Bot Framework Composer
• An open source tool based on the Bot Framework SDK.
• An integrated development tool for developers and multi-disciplinary teams
to build bots and conversational experiences with the Microsoft Bot
Framework
• https://github.com/microsoft/BotFramework-Composer

19. Workshop
Marvin Heng | @hmheng

20. • Creating bot with Microsoft Bot Composer
• Authoring Canvas
• Dialog
• Trigger
• Sending Response
• User Input & Validation
• If/Else condition
• Interruptions
• Cards
• Created bot using RegEx intent.
What have you learnt/achieved?

21. • Improve intent recognition with Language Understanding
• Replace RegEx with Language Understanding Intelligent System (LUIS)
• What is LUIS?
• applies natural language processing to conversational text to predict meaning
and extract relevant information.
• Ref: https://docs.microsoft.com/en-us/composer/tutorial-improve-
intent-recognition-language-understanding
What’s Next for You to Explore?

22. • Inputs from users
• May have many kinds.
• Can contain zero or more entities
• Usually represent on intent
• Eg: Weather please, book a flight to Seattle.
Utterances

23. • Categories or classifications of user intentions.
• Represents an action the user wants to perform.
• Eg: BookFlight, GetWeather, Help, Cancel
Intent

24. • data extracted from an utterance such as places, times, and people.
• in the .lu file format are denoted using {<entityName>=<labelled
value>} notation.
• Eg:
• book a flight to {toCity=seattle}
• book a flight from {fromCity=new york} to {toCity=seattle}
• Weather in {city=Singapore} please
• What’s the weather in (postalcode=93300}?
Entities

25. • Fairness
• Reliability & Safety
• Privacy & Security
• Inclusiveness
• Transparency
• Accountability
Responsible AI

26. Reference
• Additional Samples - https://github.com/hmheng/AILabs
• YouTube Channel - https://www.youtube.com/channel/UCWdrOcRf2HQsQYII3fc-Z5A
• Microsoft Docs - https://docs.microsoft.com/en-us/composer/tutorial-create-weather-
bot?WT.mc_id=AI-MVP-5003227
• Concept of LUIS - https://docs.microsoft.com/en-us/composer/concept-language-
understanding?WT.mc_id=AI-MVP-5003227
• Bot Framework Composer - https://github.com/microsoft/BotFramework-
Composer/releases/latest?WT.mc_id=AI-MVP-5003227
• Bot Framework Emulator - https://github.com/microsoft/BotFramework-
Emulator/releases/latest?WT.mc_id=AI-MVP-5003227
• Responsible AI - https://www.microsoft.com/en-us/ai/responsible-ai?WT.mc_id=AI-
MVP-5003227&activetab=pivot1%3aprimaryr6

27. Thank You!
Marvin Heng | @hmheng