Consume LUIS outcome programmatically

In my last post, I explained how we can create a simple LUIS app and how the app can be trained and tested using various utterances.

Now, when the result from LUIS has to be used further, programmatically using C#, we do so in the following manner.

It’s a JSON outcome from LUIS. We create a console app which will reach out to the HTTP endpoint and get the JSON outcome that shall later be parsed to get the detail

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Create a LUIS app

In my last post, I’ve explained what is LUIS and it’s various details. Here, we shall learn to create an app.

To be able to use a LUIS app, two major actions need to be accomplished

  • Create azure subscription keys
  • Create app in LUIS

We shall see each step one by one.

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LUIS or Language Understanding Intelligent Service

As mentioned in my last post, LUIS is an API.

LUIS allows your application to understand what a person wants in their own words.

  • LUIS uses machine learning to allow developers to build applications
  • These applications can receive user input in natural language
  • LUIS extracts meaning from it the user input

A client application that converses with the user (ex- SharePoint search, or a chatbot) can pass user input to a LUIS app and receive relevant, detailed information back.

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Natural Language Processing

Natural language processing (NLP) is the ability of a computer program to understand human language as it is spoken. NLP is a component of artificial intelligence.

Why is NLP development challenging?
The development of NLP applications is challenging because computers conventionally require humans to “speak” to them in a programming language that is precise, unambiguous and highly structured, or through a limited number of clearly articulated voice commands. Human speech, however, is not always precise — it is often ambiguous and the linguistic structure can depend on many complex variables, including slang, regional dialects and social context.

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Web Services

Ever always, whenever I come across this topic/question, I don’t have a very appropriate answer to it. So here I am summarizing my understanding of web services.

A Web service is a method of communication between two applications or electronic devices over the World Wide Web (WWW).

Two types to access web services: Simple Object Access Protocol (SOAP) and Representational State Transfer (REST).

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2015 in review

Thank you all for the wonderful response. I want to thank each one of you for visiting my blog.

I wish you all a very happy new year 2016…

 

The WordPress.com stats helper monkeys prepared a 2015 annual report for this blog.

Here’s an excerpt:

Madison Square Garden can seat 20,000 people for a concert. This blog was viewed about 68,000 times in 2015. If it were a concert at Madison Square Garden, it would take about 3 sold-out performances for that many people to see it.

Click here to see the complete report.