latzinger / QAware-Luis-Dashboard

This dashboard is used to interact with a separate backend service. With the help of the dashboard, various steps from creating to testing a Microsoft LuisApp can be applied or automated.

QAware Luis-Dashboard

This dashboard is used to interact with a separate backend service. With the help of the dashboard, various steps from creating to deploying a Microsoft LuisApp can be applied or automated.
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Table of contents

• About the Project
  • What is Microsoft Luis?
  • Built With
• Development Setup
• Prerequisites
• Getting Started
• Build
• Services
• Components
  • Dashboard
  • App Deployment
  • App Management
  • App Statistics
  • GroundTruth Editor
• Contributing
• License

About The Project

What is Microsoft Luis?

Language Understanding (LUIS) is a cloud-based conversational AI service that applies custom machine-learning intelligence to a user's conversational, natural language text to predict overall meaning, and pull out relevant, detailed information.

More Information can be found under Microsoft-Luis.

Built With

• Angular
• Clarity

Development Setup

Prerequisites

• QAware-Luis-Backend
• Install Node.js which includes Node Package Manager

Install the Angular CLI globally:

npm install -g @angular/cli

Getting Started

URL: http://localhost:4200/app/

Serve Angular App:

ng serve --open

Build

• Install Apache Maven

mvn clean install

Services

• LuisAppService: Responsible for handling operations related to the luis-api by requesting the backend.
• PersistentService: Responsible for retrieving presistent app information like AppData, AppStats and the GroundTruth from the backend.
• ConvertService: Responsible for converting CSV-Files to LuisJson-Files and vica versa, by requesting the backend.
• NotificationService: Responsible for handling standard and app-level alerts.

Components

Dashboard

Functionality	Supported
Dark Mode	✅
Card & List-View	✅

App Deployment

Functionality	Supported
Select Training and Test Data	✅
Create App	✅
Delete App	✅
Train App	✅
Publish App	✅
Change Publish Settings	✅
Test App	✅

App Management

Functionality	Supported
View Name, Id, Status and Description	✅
Integrated Microsoft Luis Dashboard Link	✅
Publish deployed App	✅
Train published App	✅
Test published App	✅
Edit App (add Intents, Utterances or Entities)	✅
Update published App to new version	✅
View & Download LuisJSON	✅
Delete App	✅

App Statistics

Functionality	Supported
View Test History	✅
View Charts	✅
False Intent Warning	✅

GroundTruth Editor

Functionality	Supported
View GroundTruth	✅
Edit GroundTruth	✅
Extend GroundTruth via uploaded CSV-File	✅
Create new LuisApp by selecting custom GroundTruth Entries	✅

Contributing

1. Fork or clone the Project
2. Create your Feature Branch (git checkout -b feature/AmazingFeature)
3. Commit your Changes (git commit -m 'Add some AmazingFeature')
4. Push to the Branch (git push origin feature/AmazingFeature)
5. Open a Pull Request

License

Distributed under the Apache License. See LICENSE for more information.