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Collecting Form Data with a LUIS-Based Bot
Feb 14, 2017
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Collecting Form Data with a LUIS-Based Bot

Ami Turgman
Ami Turgman

This post outlines the steps of creating a bot that interacts with a user to collect missing LUIS entity data before processing their request.

Orchestrating Multiple Bots with Multilingual Support
Jan 21, 2017
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Orchestrating Multiple Bots with Multilingual Support

Mor Shemesh
Mor Shemesh

Using Microsoft Bot Framework, we were able to create an easy to maintain "Orchestration Bot" that can both manage sub-bots and provide multilingual support.

Unit Testing for Bot Applications
Jan 20, 2017
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Unit Testing for Bot Applications

Mor Shemesh
Mor Shemesh

Adding unit testing for conversational flow to Microsoft Bot Framework projects, including ones using LUIS.

The Deploy to Azure Button
Jan 17, 2017
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The Deploy to Azure Button

Jason Poon
Jason Poon

Deploy your project to Microsoft Azure with a single click of a button. We'll walk through how we simplified deployment of slackin through the 'Deploy to Azure' button, and show how you can do the same to enable easy deployment of your project to Azure.

Building LUIS Models for Unsupported Languages with Machine Translation
Jan 14, 2017
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Building LUIS Models for Unsupported Languages with Machine Translation

Ari Bornstein
Ari Bornstein

A wrapper for the Microsoft LUIS Cognitive Service that provides universal language support (after training) using the Cognitive Service Translation API.

Building a Pipeline for Extracting and Graphing Entities and Relations from a Corpus of Documents
Jan 11, 2017
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Building a Pipeline for Extracting and Graphing Entities and Relations from a Corpus of Documents

Mor Shemesh
Mor Shemesh

Learn how to build a pipeline for processing a corpus of documents to discover its entities and relations, then store the derived relations in a database representing a graph.

Creating a Single Bot Service with Azure to Support Multiple Bot Applications
Jan 10, 2017
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Creating a Single Bot Service with Azure to Support Multiple Bot Applications

Ami Turgman
Ami Turgman

Creating a configuration-based bot service that runs on Azure and supports multiple customers' applications using Microsoft Bot Framework.

Predicting Expense Type from Receipts with Microsoft Cognitive Services
Jan 1, 2017
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Predicting Expense Type from Receipts with Microsoft Cognitive Services

CY Yam
CY Yam

Using Microsoft Cognitive Services Vision API Optical Character Recognition within Azure ML Studio to Predict Expense Type from Receipts.

Regulating Sensor Error in Wastewater Management Systems with Machine Learning
Dec 14, 2016
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Regulating Sensor Error in Wastewater Management Systems with Machine Learning

Ari Bornstein
Ari Bornstein

A tutorial for building a real-time sensor anomaly detector for use in municipal wastewater treatment systems.