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Using Azure To Build
Intelligent Bots
Eldert Grootenboer
Integration Architect
{ Your Code }
REST Endpoint
Direct Line Protocol
Conversational and
Business Logic
Canvas Aware Context
Sensitive
SDK
Bot Builder SDK
Platform Platform Services
HTTP
REST Endpoint
AI
Intelligent Tools
Goals
• Start Simple. Add Complexity. No dead-ends.
• Bot adapts to the user, based on context
• Composable and intelligent controls to manage complexity
Bot Controls
LUIS
Query over database via
Azure Search
Form
Filling
QnA
C#
Customer’s
Business Logic
& DataBot Connector
Direct Line
What?
• Tools for building REST Web Sites
• Services to enrich
• Mechanisms for receive events
• Data to debug and analyze
Why?
• Implements standard protocols
• Modeling conversations is hard. Tools help!
• UI across multiple canvases is hard. Cards rock!
• Language Understanding is hard
• Common and well understood patterns
[Serializable]
public class EchoDialog : IDialog<object>
{
public async Task StartAsync(IDialogContext context)
{
context.Wait(MessageReceivedAsync);
}
public async Task MessageReceivedAsync(IDialogContext context,
IAwaitable<IMessageActivity> argument)
{
var message = await argument;
await context.PostAsync("You said: " + message.Text);
context.Wait(MessageReceivedAsync);
}
}
public string NameOfVessel;
[Numeric(1000000, 9999999)]
[Prompt("Please enter your {&}")]
public int OfficialVesselNumber;
[Pattern(@"^(?:+d{1,3}|0d{1,3}|00d{1,2})?(?:s?(d+))?(?:[-/s.]|d)+$")]
public string PhoneNumber;
[Numeric(2, 20)]
[Prompt("Please enter the {&}")]
public int NumberOfPeopleOnBoard;
public Cargo? PreviousCargo;
public static IForm<ShipRegistrationDialog> BuildForm()
{
return new FormBuilder<ShipRegistrationDialog>().Message("Welcome to Rotterdam Tank
Terminals").OnCompletion(StartStoreRegistration).Build();
}
var initiatingServiceUri = (string)brokeredMessage.Properties["InitiatingServiceUri"];
var initiatingUserId = brokeredMessage.Properties["InitiatingUserId"] as string;
var initiatingUserName = brokeredMessage.Properties["InitiatingUserName"] as string;
var userAccount = new ChannelAccount(initiatingUserId, initiatingUserName);
var connector = new ConnectorClient(new Uri(initiatingServiceUri));
var conversationId = await connector.Conversations.CreateDirectConversationAsync(botAccount,
userAccount);
var messageActivity = Activity.CreateMessageActivity();
await connector.Conversations.SendToConversationAsync((Activity)messageActivity);
Bot Framework gives an easy way to create interactive, context aware bots
Create custom dialogs and messages
Integrate with Azure services by calling Logic Apps
@egrootenboer
eldert.grootenboer@motion10.com
http://blog.eldert.net/
http://blogs.biztalk360.com
Using Azure to build intelligent bots

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Using Azure to build intelligent bots

  • 1. Using Azure To Build Intelligent Bots Eldert Grootenboer Integration Architect
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  • 4. { Your Code } REST Endpoint Direct Line Protocol Conversational and Business Logic Canvas Aware Context Sensitive SDK Bot Builder SDK Platform Platform Services HTTP REST Endpoint AI Intelligent Tools
  • 5. Goals • Start Simple. Add Complexity. No dead-ends. • Bot adapts to the user, based on context • Composable and intelligent controls to manage complexity Bot Controls LUIS Query over database via Azure Search Form Filling QnA C# Customer’s Business Logic & DataBot Connector Direct Line What? • Tools for building REST Web Sites • Services to enrich • Mechanisms for receive events • Data to debug and analyze Why? • Implements standard protocols • Modeling conversations is hard. Tools help! • UI across multiple canvases is hard. Cards rock! • Language Understanding is hard • Common and well understood patterns
  • 6.
  • 7.
  • 8. [Serializable] public class EchoDialog : IDialog<object> { public async Task StartAsync(IDialogContext context) { context.Wait(MessageReceivedAsync); } public async Task MessageReceivedAsync(IDialogContext context, IAwaitable<IMessageActivity> argument) { var message = await argument; await context.PostAsync("You said: " + message.Text); context.Wait(MessageReceivedAsync); } }
  • 9. public string NameOfVessel; [Numeric(1000000, 9999999)] [Prompt("Please enter your {&}")] public int OfficialVesselNumber; [Pattern(@"^(?:+d{1,3}|0d{1,3}|00d{1,2})?(?:s?(d+))?(?:[-/s.]|d)+$")] public string PhoneNumber; [Numeric(2, 20)] [Prompt("Please enter the {&}")] public int NumberOfPeopleOnBoard; public Cargo? PreviousCargo; public static IForm<ShipRegistrationDialog> BuildForm() { return new FormBuilder<ShipRegistrationDialog>().Message("Welcome to Rotterdam Tank Terminals").OnCompletion(StartStoreRegistration).Build(); }
  • 10.
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  • 13.
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  • 16.
  • 17. var initiatingServiceUri = (string)brokeredMessage.Properties["InitiatingServiceUri"]; var initiatingUserId = brokeredMessage.Properties["InitiatingUserId"] as string; var initiatingUserName = brokeredMessage.Properties["InitiatingUserName"] as string; var userAccount = new ChannelAccount(initiatingUserId, initiatingUserName); var connector = new ConnectorClient(new Uri(initiatingServiceUri)); var conversationId = await connector.Conversations.CreateDirectConversationAsync(botAccount, userAccount); var messageActivity = Activity.CreateMessageActivity(); await connector.Conversations.SendToConversationAsync((Activity)messageActivity);
  • 18.
  • 19. Bot Framework gives an easy way to create interactive, context aware bots Create custom dialogs and messages Integrate with Azure services by calling Logic Apps