microsoft/cognitive-luis-node.js

Node.js (JavaScript) SDK for the Microsoft Language Understanding Intelligent Service API, part of Congitive Services

LUIS

LUIS is a service for language understanding that provides intent classification and entity extraction. In order to use the SDK you first need to create and publish an app on www.luis.ai where you will get your appId and appKey and input their values in the sample application file "sample.js".

The SDK

The SDK can be used by creating 2 callback functions "onSuccess" and "onFailure" and passing them to the "predict" and "reply" functions to be called asynchronously in the cases of the request success or failure.

Sample Application

The sample application allows you to perform the Predict and Reply operations and to view the following parts of the parsed response:

• Query
• Top Intent
• Entities
• Dialog status, parameter name, and prompt

License

All Microsoft Cognitive Services SDKs and samples are licensed with the MIT License. For more details, see LICENSE.

Developer Code of Conduct

Developers using Cognitive Services, including this client library & sample, are required to follow the “Developer Code of Conduct for Microsoft Cognitive Services”.

cognitive-luis-node.js's Issues

Updated node module

for the updated and working node module visit this link

https://www.npmjs.com/package/luis-node-sdk

or use

npm install luis-node-sdk

This repo is missing important files

There are important files that Microsoft projects should all have that are not present in this repository. A pull request has been opened to add the missing file(s). When the pr is merged this issue will be closed automatically.

Microsoft teams can learn more about this effort and share feedback within the open source guidance available internally.

Merge this pull request

Compound Sentences & Negative Sentences by user in LUIS

1. How can i deal with the compound sentences in LUIS ?
   for example
   Book me a flight in New york and give me the review of hotels in New York ?
   (this sentence is of two intents booking flight & hotel review, how can luis reply for both)
2. How can i deal with the negative querries from user ?
   for example
   Tell me the items Which are not in the stock ?
   (if i have an intent STOCK this querry will take me to the intent STOCK how will i be able to identify the
   negative querry i.e. Which are not in stock)
   Thanks

Is this repo dead?

Couple of pending pull requests, no updates.. is this maintained?
Also, the functionality in BotBuilder SDK which is really helpful to be in this repo for people who are using LUIS for non-bot applications.

ex. EntityRecognizer in BotBuilder SDK.

Is there an alternative SDK for LUIS for javascript or this is a dead repo because there is no adoption?

how to find App id, App Key ?

I have a LUIS app.
The url is "https://www.luis.ai/application/7b9e6d30-85fa-4d50-8e67-a5e5a1999072/"
I know the App id is: 7b9e6d30-85fa-4d50-8e67-a5e5a1999072, but i don't get the App Key
Could you tell me how to find that?

Mismatching between the master branch and the npm package

Hi guy,

The npm package here https://www.npmjs.com/package/luis-sdk matches the development branch and not the master branch.

Can you fix this please ?

Thanks,
François.

Default LUISURL does not allow for EastUS

The LUIS url location is fixed to westus:
const LUISURL = "westus.api.cognitive.microsoft.com";
 
My LUIS app is setup on eastus2 so I got an API key error.

Shouldn't LUISURL should be a configurable parameter?

Not Matching Types Against Redefined LUIS Entities

I recently renamed an entity from "product" to "order.product". However, when I examine my logs and entities from my chatbot, it only matches entities to product. I've retrained LUIS to use the new entities, but it still uses the old one.

Has anyone else come across this issue?

BatchTesting Query

Hi,
By gone through the BatchTesting document I found the test results only depends on intent classification but not on entities. For this I have uploaded dataset file.I followed below link
https://docs.microsoft.com/en-us/azure/cognitive-services/luis/train-test .
My question 1)Is it only way to create dataset file manually
2)Even by changing the entities position values in dataset file i am not getting different results

Can you Please provide complete details about BatchTesting if any.

Thanks,
Murali