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Language Understanding

A machine learning-based service to build natural language understanding into apps, bots, and IoT devices. Quickly create enterprise-ready, custom models that continuously improve.

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Announcement

See Language Understanding in action

  1. Remote light control

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Pivothead

"Language understanding technology helps us bridge the gap between what people say and what they mean."

Alexander Mejia, Owner and Creative Director, Human Interact

Benefits

Add natural language understanding to your apps

Designed to identify valuable information in conversations, Language Understanding interprets user goals (intents) and distills valuable information from sentences (entities), for a high quality, nuanced language model. Language Understanding integrates seamlessly with the Speech service for instant Speech to Intent processing, and with the Azure Bot Service, making it easy to create a sophisticated bot.

Quickly build a custom language solution

Powerful developer tools are combined with customizable pre-built apps and entity dictionaries, such as Calendar, Music, and Devices, so you can build and deploy a solution more quickly. Dictionaries are mined from the collective knowledge of the web and supply billions of entries, helping your model to correctly identify valuable information from user conversations.

Always learning and improving

Reinforcement learning is used to continuously improve the quality of the natural language processing models. Once the model starts processing input, Language Understanding begins active learning, allowing you to constantly update and improve the model.

Enterprise-ready, available worldwide

The service is ready to be deployed in commercial applications and can scale with enterprise quality and performance. The service meets international compliance standards and supports 12 languages—making it highly accessible.

Navitime

"LUIS is very good at understanding people's intent, which was an important point for us. It also has a learning capability, which allows us to continually improve our service."

Daisuke Kezuka, General Manager of Travel Business, NAVITIME

Explore Language Understanding scenarios

Information Chatbot

Czatbot udzielający informacjiTen bot udzielający informacji może odpowiadać na pytania zdefiniowane w zestawie wiedzy lub często zadawanych pytaniach za pomocą usługi Cognitive Services QnA Maker, a także na bardziej otwarte pytania przy użyciu usługi Azure Search.AzureActive DirectoryAzureBot ServiceLanguageUnderstandingCustomer mobileConsume, PC, MobileCloud15AzureApp ServiceAzureApp Insights2StructuredAzure Search7634QnA MakerApplication bot
  1. Overview
  2. Flow

Overview

This Informational Bot can answer questions defined in a knowledge set or FAQ using Cognitive Services QnA Maker and answer more open-ended questions using Azure Search.

Flow

  1. 1 Employee starts the Application Bot
  2. 2 Azure Active Directory validates the employee’s identity
  3. 3 The employee can ask the bot what type of queries are supported
  4. 4 Cognitive Services returns a FAQ built with the QnA Maker
  5. 5 The employee defines a valid query
  6. 6 The Bot submits the query to Azure Search which returns information about the application data
  7. 7 Application insights gathers runtime telemetry to help development with Bot performance and usage

Learn more

Explore documentation

"Conversation as a platform is the future, so it's great that we’re already offering it to our customers using the Bot Framework and Azure."

Katie Duffy, Application Architect, UPS

See how UPS is using LUIS to help customers track packages in real time

Commerce chatbot

Czatbot komercyjnyPołączenie usługi Azure Bot Service i usługi interpretacji języka umożliwia deweloperom tworzenie interfejsów konwersacji dla różnych scenariuszy, na przykład dla branży usług finansowych, turystycznej i rozrywkowej. Na przykład konsjerż hotelowy może korzystać z bota w celu usprawnienia tradycyjnych interakcji za pośrednictwem poczty e-mail i rozmów telefonicznych, weryfikując klientów za pomocą usługi Azure Active Directory i korzystając z usług Cognitive Services w celu lepszego przetwarzania wyrażanych za pomocą tekstu i głosu żądań klientów w kontekście. W celu zapewnienia obsługi poleceń głosowych można dodać usługę rozpoznawania mowy.1237456
  1. Overview
  2. Flow

Overview

Together, the Azure Bot Service and Language Understanding service enable developers to create conversational interfaces for various scenarios like banking, travel, and entertainment. For example, a hotel’s concierge can use a bot to enhance traditional e-mail and phone call interactions by validating a customer via Azure Active Directory and using Cognitive Services to better contextually process customer requests using text and voice. The Speech recognition service can be added to support voice commands.

Flow

  1. 1 Customer uses your mobile app
  2. 2 Using Azure AD B2C, the user authenticates
  3. 3 Using the custom Application Bot, user requests information
  4. 4 Cognitive Services helps process the natural language request
  5. 5 Response is reviewed by customer who can refine the question using natural conversation
  6. 6 Once the user is happy with the results, the Application Bot updates the customer’s reservation
  7. 7 Application insights gathers runtime telemetry to help development with Bot performance and usage

Learn more

Explore documentation

"It's amazing, once development started, how quickly the whole thing came together… We didn't need to build any special functionality to connect the bot to our product catalog and stock data—we just used existing feeds."

Antonia Colin-Jones, Strategic Partnership Program Manager, Dixons Carphone

See how Dixons Carphone is interacting with customers

IoT devices

Zařízení IoTVyužijte možnost vytvořit bezproblémová konverzační rozhraní se všemi vašimi zařízeními, která jsou přístupná přes internet, od připojené televize nebo ledničky až po zařízení v propojené elektrárně. Služba LUIS je schopná integrovat až 500 záměrů pro převod příkazů na inteligentní akce.Customer mobileConsume, PC, MobileCloud14IoT devicesThird party352AzureBot ServiceAzureApp ServiceAzureApp InsightsLanguageUnderstanding
  1. Overview
  2. Flow

Overview

Create seamless conversational interfaces with all of your internet-accessible devices—from your connected television or fridge to devices in a connected power plant. LUIS is able to integrate up to 500 intents to translate commands into smart actions.

Flow

  1. 1 User logs into Skype and accesses the IoT bot
  2. 2 Using voice, the user asks the bot to turn on the lights via the IoT device
  3. 3 The request is relayed to a third-party service that has access to the IoT device network
  4. 4 The results of the command are returned to the user
  5. 5 Application Insights gathers runtime telemetry to help development with bot performance and usage

Learn more

Explore documentation

"It's really simple and seamless to move data into the cloud. And if customers want to apply machine learning or predictive analytics, they can do so without additional complexity."

John Dyck, Software Business Development Director, Rockwell Automation

See how Rockwell Automation is using the Microsoft IoT Suite

Learn more

Resources

Explore the Cognitive Services APIs

  1. Vision
  2. Speech
  3. Language
  4. Knowledge
  5. Search

Computer Vision

Distill actionable information from images

Face

Detect, identify, analyze, organize, and tag faces in photos

Video Indexer

Unlock video insights

Content Moderator

Automated image, text, and video moderation

Custom Vision PREVIEW

Easily customize your own state-of-the-art computer vision models for your unique use case

Text Analytics

Easily evaluate sentiment and topics to understand what users want

Translator Text

Easily conduct machine translation with a simple REST API call

Bing Spell Check

Detect and correct spelling mistakes in your app

Content Moderator

Automated image, text, and video moderation

Language Understanding

Teach your apps to understand commands from your users

Speech Services

Unified speech services for speech-to-text, text-to-speech and speech translation

Speaker Recognition PREVIEW

Use speech to identify and verify individual speakers

QnA Maker

Distill information into conversational, easy-to-navigate answers

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