MLOps

Build, deploy, monitor and operate models — workspaces, pipelines, deployments and alerting.

01Open WebUI as a ToolOpen WebUI as a Tool Overview This guide explains how to deploy Open WebUI as a tool within a project on the GRACE AI platform. It covers adding a new deployment, configuring…11 Jun 2024
02Grace Platform – Connecting to a Remote WorkspaceGrace Platform – Connecting to a Remote Workspace User Guide 1. Prerequisites Before establishing a remote workspace connection: Ensure you have an active workspace in Grace. Make…22 Aug 2025
03Hosting Dash Applications in GraceHosting Dash Applications in GRACE Overview Grace allows you to host applications such as React or Dash apps. This guide walks through the steps of developing a simple Dash…14 Aug 2025
04Running Pipelines in GraceRunning Pipelines in GRACE Overview Pipelines in Grace allow users to automate processes such as model training or test runs. Pipelines are Kubernetes-native, meaning they run…14 Aug 2025
05Using the Workspace in Grace for AI Model DevelopmentUsing the Workspace in Grace for AI Model Development Overview The Workspace in Grace provides an integrated environment for coding, developing AI models, and performing data…14 Aug 2025
06Grace Platform – Developing & Deploying Models with FastAPIGrace Platform – Developing & Deploying Models with FastAPI User Guide 1. Preparing Your Code Place your model code in the Grace work directory: Either through the activated…22 Aug 2025
07Guide to Using “Shell” Deployments in GRACEGuide to Using “Shell” Deployments in GRACE stand: 2024-06-10 Overview The Shell Deployments feature in GRACE allows you to run any service you define via a shell script, exposed…
08Configuring Alerting Contact Points in GrafanaConfiguring Alerting Contact Points in Grafana stand: 2024-06-09 Overview This guide provides step-by-step instructions for configuring alerting contact points in GRACE using…
09Creating an Alert Rule in GrafanaCreating an Alert Rule in Grafana stand: 2024-06-09 Overview This guide provides step-by-step instructions for creating an alert rule in GRACE using Grafana. You will learn how to…