#Microsoft chatbot code

User greets the bot to the statements where the user wants the bot to fetch the list of the repositories etc.

The LUIS application will help the bot to understand the intents from the statements where the The main reason behind creating a LUIS application is to make the bot intelligent so that t can understand what the user wants and then reply back accordingly.

Registering the bot with various channels.

Creating an Azure function app to take appropriate actions based upon the user intents.

Creating LUIS cognitive services account.

Creating a LUIS application To Detect the Intents and Entities in the user utterance.

The design for the bot can be broken down into following steps. NET Bot Builder SDK along with the Azure function to create a azure function bot which detects the user intent and brings back the list of all the repositories from the GIT for that particular user. In above e.g PublicWorks is the name of the repository and hence is the entity which gives the name of the repository

Entity: This is extra information that is present in the utterance which helps the LUIS to understand the utterance more.

when the User says 'Find me all the Push made on the PublicWorks Repository', what user wants is the list of the Push made on the PublicWorks repository, hence Push made is the intent here.

Intents: Intents describes the actual intention behind the command given by the user.Į.g.

Utterance: This is the actual command spoken/written by the User /APP.

A client application that converses with the user can pass user input to a LUIS app and receive relevant, detailed information back.' Key Concepts In LUIS LUIS uses machine learning to allow developers to build applications that can receive user input in natural language andĮxtract meaning from it. 'Language Understanding (LUIS) allows your application to understand what a person wants in their own words. Azure Functions is scale-based and on-demand, so you pay only for the resources you consume.' What is LUIS? Developers can leverage Azure Functions to build HTTP-based API endpoints accessible by a wide range of applications, Azureįunctions allows developers to take action by connecting to data sources or messaging solutions thus making it easy to process and react to events.

#Microsoft chatbot code

'Azure Functions is an event driven, compute-on-demand experience that extends the existing Azure application platform with capabilities to implement code triggered by events occurring in Azure or third party service as well as on-premises systems. This Azure Function Bot can then be coded to perform various function after detecting the intents behind When the bot is being developed, the LUIS app can be consumed from the azure functions using the Bot Builder Framework SDK. This feature can be used to understand the language by comparing the uttered sentence against the intents and the entities defined while creating the LUIS application. To facilitate this understanding Microsoft has providedĭevelopers with a powerful feature called as Language Understanding(LUIS). Or in case of an administrator, if they are managing a lot of operative tasks or a lot of source code bases, then an intelligent bot is of great help.įor the bot to become intelligent, the important step is that the bot should understand the language in which humans communicate with the bot (e.g English, French, Hindi etc.). A new alternative to answering frequently asked questions is the use of the Chat Bot which is intelligent enough to understand the questions raised by the user and determine the solutions to them on the real-time basis. This can be done by developing chat applications where the consumers directly chat with the agent of theīusiness who then solve their problems. Any business which transacts online requires providing some kind of chat support for the issues related to their business.