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![When are they playing Getafe?
Team -> Barca
When are they playing Getafe?
Team:Away
Team -> Barca { }
{
"query": “When are they playing Getafe",
“externalentities": [
{
“entityName: “Team",
“StartInde”: 9
“entitylength”: 4
“resolution": [
“Barcelona”
]
}
]
}
POST Request](https://image.slidesharecdn.com/aimlnet-190618024002/85/AI-and-ML-NET-18-320.jpg)
![{
"query": “When are Barca playing Liverpool in the
champions league",
"dynamicLists": [
{
"listEntityName": “Team",
"requestLists": [
{
"name": “Champions League Teams",
"canonicalForm": “Liverpool",
"synonyms": [
“Livpool”, “LFC”, “Liverpool FC”, “Kopites”
]
},
{
"name": “Champions League Teams",
"canonicalForm": “Tottenham",
"synonyms": [
“Spurs”, “Hotspurs”, “Tottnam”,
“Tottenham FC”
]
},…
]
}
]
}
POST Request](https://image.slidesharecdn.com/aimlnet-190618024002/85/AI-and-ML-NET-20-320.jpg)
Uploaded byIan Chen
AI and ML.NET
This document discusses how Azure Bot Service provides a comprehensive framework for building conversational bots. It allows for extracting questions and answers from various data sources to create knowledge bases and multi-turn dialogs. The service also enables integrating bots with cognitive services for capabilities like entity extraction and with channels for deployment and analytics. It offers both no-code and code-based approaches to building bots along with tools for testing, deploying and improving models.
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AI and ML.NET
- 3. SecurityAnalyticsStorage IntegrationAzure PlatformIoT Edge Type Speak Tap User Input Devices Channels Azure Bot Service Adaptive Cards Bot framework & cognitive services Your Assistant Your Brand Your Personality Language Understanding Speech VisionQnA Dispatch Office Graph Knowledge Sources Manuals (PDF) Data Sources General Knowledge Points of Interest Mail Automotive Custom Other Bots Skills (Customizable) APIs Directory Tasks Calendar 3P Assistants
- 4. Windows App iOS App AndroidApp Bot Intelligence Bot Live Data Data & Cache Reporting Bot Logic, UX, Connectors SkypeS Telegram Slack Teams Facebook Messenger Cortana Alexa Channels Voice ImageText Inputs Logging and Telemetry App Insights Logs Bot Service Bot Security Bot Key Secrets Power BI App Service (Logic, UX, …) Language Understanding Content Moderator Text Analytics Bing Spell Check Sports Data Cache Sports Data Match Subscribers Bot Data Seeders LaLiga DSPLaLiga Hub LaLiga Fantasy LaLiga Fantasy Fantasy API LaLiga Hub LaLiga Hub API Bot Scheduled Tasks Data Loader Updater Matches Live Events Digital Sports Platform LaLiga DSP API Event Hub Cosmos DB QnA Maker Face API Speech Web Google Assistant
- 5. Comprehensive framework forthe lifecycle of your project Transcripts Dialogs UX Bot Framework SDK Cognitive Services • Language Understanding • QnA Maker Emulator Training Azure Bot Service Channels • 1P: Teams, Skype... • 3P: FB, Slack, Google... • Custom (DirectLine) Analytics Active Learning Design Build Test Publish Connect Evaluate
- 6. Identify Scenarios Define Actions IdentifyData Sources Define Intents and Entities Create Knowledge Base Evaluate models Improve models Shared Runtime Deployment Publish knowledge base Container Deployment Deploy a bot using Bot Framework Integrate with other Cognitive Services App Insights Active Learning Design Build Test Publish Connect Evaluate
- 8. Extract Q&A pairsfrom semi-structured URLs or Files • Extract Q&A pairs • Add personality • No-code simple bot creation • Easy to scale
- 9. Create multi-turn conversations, deploya bot (custom dialog)Conversation Contextual ranking model, Active learning suggestionsIntelligence Extraction Extract hierarchical information from urls, pdf, doc files & SharePoint
- 10. Q: How do youautomatically create guided conversational flows from multiple sources? A: Use QnA Maker to automatically extract hierarchical information from various sources and create multi-turn conversation flows Extract hierarchical information from data
- 11. New “context” view Follow-upprompts that link to other questions
- 15. Updated APIs givingyou more direct access to extracted information APIs New analytics dashboard giving you insights on your models Analytics Enhanced Entities Advanced Entities types: Roles, External Entities and Dynamic Lists { }
- 17. When is Realplaying Barca? Send that to tickets@laliga.com and cc my account joedoe@microsoft.com When is Real playing Barca?Team Email: to Team: Home Team: Away Nayer to add animation to m the flags appea
- 18. When are theyplaying Getafe? Team -> Barca When are they playing Getafe? Team:Away Team -> Barca { } { "query": “When are they playing Getafe", “externalentities": [ { “entityName: “Team", “StartInde”: 9 “entitylength”: 4 “resolution": [ “Barcelona” ] } ] } POST Request
- 19. When is Realplaying Barca? They = Barca Team: Away When are they playing Getafe Send that to tickets@laliga.com and cc my account joedoe@microsoft.com When is Real playing Barca?
- 20. { "query": “When areBarca playing Liverpool in the champions league", "dynamicLists": [ { "listEntityName": “Team", "requestLists": [ { "name": “Champions League Teams", "canonicalForm": “Liverpool", "synonyms": [ “Livpool”, “LFC”, “Liverpool FC”, “Kopites” ] }, { "name": “Champions League Teams", "canonicalForm": “Tottenham", "synonyms": [ “Spurs”, “Hotspurs”, “Tottnam”, “Tottenham FC” ] },… ] } ] } POST Request
- 22.
- 27. ML Expert No ML NoCode Code First AML SDK / Notebooks Power BI Auto ML (UX+SDK)
- 38.
- 46.
- 56.