https://beamstack.netlify.app/docs/getting-started/Recent content in Getting Started on BeamstackHugoenhttps://beamstack.netlify.app/docs/getting-started/introduction/Mon, 01 Jan 0001 00:00:00 +0000https://beamstack.netlify.app/docs/getting-started/introduction/What is Beamstack? Beamstack is an open-source framework currently under development, aimed at facilitating the deployment of Machine Learning and GenAI workflow pipelines with Apache Beam on Kubernetes. Beamstack provides a robust Command Line Interface (CLI) that can potentially reduce pipeline deployment complexity and timelines drastically. It also possesses great monitoring and visualization features. Beamstack makes AI/ML on Kubernetes simple, portable, and scalable. Read the architecture overview to learn about the Beamstack ecosystem and to see how Beamstack components fit in ML lifecycle.https://beamstack.netlify.app/docs/getting-started/architecture/Mon, 01 Jan 0001 00:00:00 +0000https://beamstack.netlify.app/docs/getting-started/architecture/This guide introduces Beamstack’s ecosystem and explains how it fits in the ML lifecycle. Read the introduction guide to learn more about Beamstack. Beamstack Ecosystem The following diagram gives an overview of the Beamstack Ecosystem and how it relates to the wider Kubernetes and AI/ML landscapes. How does Beamstack initilize components on a cluster? Beamstack pulls components directly from the registry using helm and kustomize and installs them on the kubernetes cluster.https://beamstack.netlify.app/docs/getting-started/installing-beamstack/Mon, 01 Jan 0001 00:00:00 +0000https://beamstack.netlify.app/docs/getting-started/installing-beamstack/This guide describes how to install Beamstack Command Line Interface (CLI) and all it’s components Read the introduction guide to learn more about Beamstack and its components. Installation Guide You can install Beamstack by following these steps. Navigate to the Beamstack Repository and download the latest release. Ensure you have chosen a binary that works for your operating system Open the downloaded package and install it. Once installed, to verfiy that Beamstack was succefully installed, run the following command in your terminal: beamstack -h You should see a list of available beamstack commands if installed properly.https://beamstack.netlify.app/docs/getting-started/examples/Mon, 01 Jan 0001 00:00:00 +0000https://beamstack.netlify.app/docs/getting-started/examples/ To run the examples displayed here on your local computer, ensure beamstack in installed properly. Warning Ensure you have a cluster running before running any command Initialize a Kubernetes Cluster with Beamstack & Monitoring tools beamstack init -m Get the current kubernetes cluster context and profile info beamstack info Display the name, status and age of a cluster beamstack info cluster Create a runner cluster beamstack create [runner-cluster] [cluster-name] Open runner UI beamstack open [runner] [runner-cluster-name] Open Grafana dashboard beamstack open dashboard Deploy a pipeline beamstack deploy pipeline [FILE] [flags] Create a vector store beamstack create vector-store --type=elasticsearch