Models

What is a Model? A model object in Koios gives the user a way to bind realtime data to a trained model file. This guide will go over how to upload your model file, and bind each input and output to tags that you have created.

Koios Model Inference Standards This section outlines how to properly format and deliver input data to Koios for AI model inference. Koios is designed to work with .tflite models, using timestamped time-series data from your industrial or comme...

To view the model list, use the side navigation bar and click AI Models . The model list gives a quick way to view each model and their status denoted by the status icon to the left of each row. Clicking on a model will take you to the model det...

A model’s detail page gives you access to all a model’s information and actions. Below we will go into further detail about what each tab and section means. General Tab Status Banner The status banner is located at the top of the general sectio...

To create a new model, click on AI Models using the side navigation bar and click the ellipses in the top right corner to reveal the model list dropdown. From here click the + Create AI Model button. You will be taken to a model create form whic...

Part of the modeling process is trial and error, sometimes you want to experiment or compare model versions. Ai-OPs understands this, so we’ve made it easy to hot swap different file versions. In a model’s detail view, go to the File tab. Mode...

Bindings are how an AI model ties in with your control system. These are configured from the Bindings tab inside of a model’s detail page. The binding tab give a live view of all of the model’s bindings and what values are being fed in and out of ...

Once you have configured all of your input bindings, you can enable the model to see what predictions it is making or troubleshoot any errors. To do this, open the control popup using either the status bar or the dropdown menu. Once enabled you wi...