AI Generate Instances

AI Generate Instances is a tool designed to quickly create multiple instances using a large language model (LLM). This feature is ideal for when you need to generate many similar instances, such as when mapping a complex source namespace.

Using AI Generate Instances

Create a Reference Instance

To generate instances you must first create an instance for the LLM to use as a reference.

This example will use the following data source that contains multiple air conditioner units. All of these units have a similar shape. Begin by mapping the highlighted section in to an instance.

Once we’ve created an instance that maps to the first air conditioner, we can click the “AI Generate Instances” button to begin generating instances.

Generate

In the generate step we will need to provide a few things:

1. The instance that maps to a portion of the source.
2. The source that is being mapped.
3. An AI Input to use for the generation.
   • If this dropdown is empty an AI Connection must be setup AND that connection must have an input.
   • The instructions on the input will be ignored for the purpose of this tool.
4. (optional) Additional Instructions can be provided to guide the LLM.

Review

Once the instances have been generated, the Review step provides an opportunity to review the instances before importing them.

There will be a total number of instances generated at the top of the page, then a paginator below to inspect each of the instances.

Mapped Source - A projection of which part of the source namespace this instance maps to.
Test Instance - This can be used to perform a test read using the generated instance. This is useful to ensure the AI correctly generated the Intelligence Hub’s reference syntax.
Attributes/Details - This section contains all of the details for the generated instance.

Import

After the instances have been reviewed, the Import step can be used to import the instances that were generated.