Chatbot development with Microsoft Bot Framework and LUIS
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The document discusses developing chatbots using the Microsoft Bot Framework and LUIS. It provides an overview of what chatbots are, why they are useful, and the basic steps to create a bot project using the Bot Framework and Visual Studio. It also describes how to configure LUIS cognitive services to add natural language capabilities to the bot and allow it to understand user intents. The document then explains how to publish the bot to platforms like Skype, Facebook Messenger, and Azure.
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Configure LUIS to your Bot
[LuisModel("6f13a4ce-dabe-485a-bb3f-9aba3156ea95", "5ea418ae538a402a9b99a936389fd0e7", domain:
"westus.api.cognitive.microsoft.com", staging: true)]
[Serializable]
public partial class RootLuisDialog : LuisDialog<object>
{
private string userData;
public RootLuisDialog(string userData)
{
this.userData = userData;
}
[LuisIntent("")]
[LuisIntent("None")]
public async Task None(IDialogContext context, LuisResult result)
{
string message = $"Sorry, I don’t have answer of this question. " +
$"I am an artificial intelligence system. " +
$"I am still learning. ";
message += StaticMessage.AboutDemo;
await context.PostAsync(message);
context.Wait(this.MessageReceived);
}
}](https://image.slidesharecdn.com/2017-11-02-aiub-aiub-180331150049/85/Chatbot-development-with-Microsoft-Bot-Framework-and-LUIS-18-320.jpg)
Chatbot development with Microsoft Bot Framework and LUIS
- 1. Chatbot development with Microsoft Bot Framework and LUIS Md. Mahedee Hasan Microsoft MVP , Visual Studio and Development Technologies Senior Software Architect, Leadsoft Bangladesh Limited Trainer, Leads Training and Consulting Limited Microsoft Community Contributor Blog: http://mahedee.net MVP | Sr. Software Architect | Trainer | Technical Blogger | MCTS 1
- 2. MAHEDEE.NET 2 What is Chatbot? Bot is a automated software designed by human programmers to do tasks Chatbot is a automated software to talk customer using messaging apps
- 3. MAHEDEE.NET 3 Why Chatbot? One to one messaging with thousands of customer at a time Application of chatbot Order Pizza HR issues Customer Support Personal Finance assistant Schedule Meeting Product Suggestions Weather Bank and Insurance
- 4. MAHEDEE.NET 4 What is Microsoft Bot Framework A platform for building, connecting, testing and deploying powerful and intelligent bots Open Source Connect cross platform with the flip of a switch
- 5. MAHEDEE.NET 5 Installation Requirements • Visual Studio 2015 / 2017 • Download Bot template: Visual Studio Bot Template - C# • Save the zip file to Visual Studio 2015/2017 template directory “%USERPROFILE%DocumentsVisual Studio 2017TemplatesProjectTemplatesVisual C#"
- 6. MAHEDEE.NET 6 Create Project • Start Visual Studio 2015/2017 • From the file -> New->Project • Select Visual C# template • Select Bot Application • Click OK
- 7. MAHEDEE.NET 7 Test by bot emulator • Download bot emulator • https://emulator.botframewo rk.com/ • botframework-emulator- Setup-3.5.32.exe • Install bot emulator • Test your project • Type http://localhost:3979/api/me ssages • Debug your project typing the following URL https://your_bots_hostname /api/messages in the emulator.
- 8. MAHEDEE.NET 8 Publish bot to Microsoft Azure
- 9. MAHEDEE.NET 9 Register Bot with Microsoft Bot Framework • Go to https://dev.botframework.com/ • My bot -> Create bot (Select Register an existing bot built using Bot Builder SDK.) • Generate Microsoft App Id and Microsoft App Password
- 10. MAHEDEE.NET 10 Publish application on Azure again • Add Microsoft App Id and Microsoft App Password to bot web.config • Publish application to azure again • Now test application using bot tester
- 11. MAHEDEE.NET 11 Connect bot with skype channel • Click Skype channel -> Add to the contact • Connect to the bot • Start chatting • Invite by: https://join.skype.com/bot/61e2a1fc-b72b-41bc- 9f6e-263bd29dc149
- 12. MAHEDEE.NET 12 Connect bot with Facebook channel • Go to https://dev.botframework.com/ • Select My bot -> Select bot (you created) • Add channel Facebook messenger – Click Facebook messenger • Add Facebook messenger credential in dev.botframework.com from developers.facebook.com
- 13. MAHEDEE.NET 13 Add products • Add Product -> Add webhooks in developers.facebook.com • Click Setup • Select page • Click subscribe to this topic • Select and subscribe page • Add Call Back URL and Verify Token -> Click verify and save • Add Product -> Messenger • Edit events
- 14. MAHEDEE.NET 14 Complete chatbot with Facebook • Add a Facebook user in role as tester in developers.facebook.com • Now from the user send message to the page and get auto response
- 15. MAHEDEE.NET 15 Complete chatbot with Facebook • Add a Facebook user in role as tester in developers.facebook.com • Now from the user send message to the page and get auto response
- 16. MAHEDEE.NET 16 What is LUIS • Language Understanding Intelligent Service • It is one of Microsoft Cognitive Services • It is build on NLP • You can add conversational intelligence to your app
- 17. MAHEDEE.NET 17 Why LUIS? • It is fast and easy • It learns and adapts • It offers pre-built domains • It is a power developer tool • It is MultiLingual
- 18. MAHEDEE.NET 18 Configure LUIS to your Bot [LuisModel("6f13a4ce-dabe-485a-bb3f-9aba3156ea95", "5ea418ae538a402a9b99a936389fd0e7", domain: "westus.api.cognitive.microsoft.com", staging: true)] [Serializable] public partial class RootLuisDialog : LuisDialog<object> { private string userData; public RootLuisDialog(string userData) { this.userData = userData; } [LuisIntent("")] [LuisIntent("None")] public async Task None(IDialogContext context, LuisResult result) { string message = $"Sorry, I don’t have answer of this question. " + $"I am an artificial intelligence system. " + $"I am still learning. "; message += StaticMessage.AboutDemo; await context.PostAsync(message); context.Wait(this.MessageReceived); } }
- 19. • My blog site: http://mahedee.net • TechNet Profile: https://social.technet.microsoft.com/profile/mahede e/ • Github Profile: https://github.com/mahedee • Slide Share http://www.slideshare.net/mahedee19 MAHEDEE.NET 19 Q&A
- 20. • Email: [email protected]; [email protected] • Tag me in facebook group post • https://www.facebook.com/groups/techinfo.bd MAHEDEE.NET 20 Q&A
- 21. • Me in Facebook: https://facebook.com/mahedee19 • Me in Linkedin: https://www.linkedin.com/in/mahedee MAHEDEE.NET 21 Q&A
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