Application Overview and Navigation
AI Model Configurator is an application holding all the building blocks of an AI Model: all the Entities, Intents and Skills. It gives access to model training and improvement of training data, here you can also customize model skills. Lastly, the app gives access to the Message Feed, and detailed Conversation Logs.
Step 1. Open the AI Model Configurator application in the AI Model group.
Step 2. After opening the application, you will see an initial screen with all the AI Models available. Each tile represents one model, with its name, description and deployment status. Click on a model you want to work with to proceed.
Step 3. You are now on a specific model homepage. Those are the basic data and functionalities here:
A – side menu with Training section (Intents and Entities overview and edit), Skills section, and Monitor Section (Conversation Logs)
B – switch to another model
C – model statistics and overview
D – Button with Training options / Button with Export options
AI Model Registration: How to create an AI Model?
To start working on your AI Model, you need to configure it from scratch or copy an existing model.
Option 1: Create New Model from scratch.
Step 1.1. Go to the AI Model Administrator application and Create AI Model
Step 1.2. Fill all the required fields: AI Model Name, AI Model Description, choose Conversational AI Application from the list, add settings for AI Applications and Language Controls.
NOTE! To use Skybuffer NLP AI, select Pytorch.
Step 1.3. Save your entries.
Option 2: Copy an existing model.
There is also the possibility to copy an existing AI Model and use it as a base for your own project. We use import/ export functionality to do a model copy.
Step 2.1. To create a copy of an existing AI Model, open the AI Model in the AI Model Configurator app and press the Export button.
A file will be downloaded to your device.
Step 2.2. Return to the main menu of the AI Model Configurator application (accessible by clicking the Switch AI Model button in the bottom left-hand corner, or by selecting the application from the list of AI model functionalities in the top right-hand corner).
Step 2.3. Click the Import button.
Step 2.4. By pressing the Browse button, choose the appropriate .zip file and press the Import button.
Step 2.5. A new AI Model is created. Go to the AI Model Administrator and the AI Model Configurator applications to check.
Step 3. Use the Edit option in the AI Model Administrator application to change the AI Model name and the main information.
Step 4. To delete an AI Model, open the AI Model Administrator application, select the AI Model from the list, press the Delete button and confirm the deletion.
Intents, Entities & Training Section
Step 1. To manage your AI Model capabilities, go to the application of AI Model Configurator.
Step 2. Select your AI Model from the dashboard.
Step 3. To start training, go to the tab of Train and select Intents to create a new intent. To create a new intent, press the Add Intent button.
Step 4. Fill the intent name, adjust strictness level and press the Add button.
Step 5. Choose the newly created intent and add expressions to it.
Step 6. To create a new entity in the Train tab, choose Entities and press the Add Entity button:
Step 7. Enter the entity name and select its type (Free, Restricted or Regex), adjust the strictness level.
Step 8. Add Values to your Entity.
Step 9. Supplement the entities with enrichments (Optional)
To add Enrichments in the Enrichments tab, press the Add Enrichments button
To configure your enrichment, go to Edit mode, press the Add New Pair button, add Key and Value, save the changes.
Press the Add New Group button, enter the Group name and choose the appropriate entities from the list of values. Save the changes.
Step 10. Tag Entities in Intent expressions
You have a possibility to Tag entities in Intents. To do so, go to the Train/Intents tab, select your intent.
Press the Tag icon near the expression where you’d like to add Tags.
Select Entity from the dropdown list. Then choose the word in the expression to tag it as a selected entity.
Save your entries.
To delete a tag, just press on it one more time.
To add changes or delete the tag after it was saved, click on the appropriate entity tag in the list of Intents.