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Azure Language Understanding

This MLHub package provides a quick demonstration of the pre-built Language Understanding (LUIS) model provided through Azure's Cognitive Services. This service takes a command as text and parses it to return the intent and entities found in the command.

An Azure subscription is required and a free Azure subscription allowing up to 5,000 transactions per month is available from Once set up visit and login to to obtain a subscription key. The key will be prompted for in the demo.

Please note that this is closed source software which limits your freedoms and has no guarantee of ongoing availability.

Visit the github repository for more details:

The Python code is based on the Language Understanding Quickstart.


MLHub is a command line utility to quickly demonstrate the capabilities of pre-built machine learning models and data science processes. Visit for details.

To install and run the pre-built model:

$ pip3 install mlhub
$ ml install   azlang
$ ml configure azlang
$ ml demo      azlang
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