K3ai is a lightweight tool to get an AI Infrastructure Stack up in minutes not days.
K3ai has been an amazing journey but as evert journey it came to an end. We have no time to keep mantain these repo but you are welcome to come and keep using our code. Thanks for the amazing support!
NOTE on the K3ai origins
Original K3ai Project has been developed at the end of October 2020 in 2 weeks by:
- Alessandro Festa https://github.com/alefesta
- Gabriele Santomaggio https://github.com/GSantomaggio
K3ai v1.0 has been entirely re-written by Alessandro Festa during the month of October 2021 to offer a better User Experience.
Thanks to the amazing and incredible people and projects that have been instrumental to create K3ai project repositories,website,etc...
- Docusaurs - How simple and amazing is to use for your own website (https://k3ai.in)
- https://undraw.co/ - The amazing work created by Katerina Limpitsouni (https://twitter.com/ninaLimpi) is a real piece of art
- https://getemoji.com/ - We all need some emoji in our life isn't it?
- https://clig.dev/ -- K3ai is completly inspired by the Command Line Guidelines manifesto.
Let's discover K3ai in three simple steps.
Get started by download k3ai from the release page here.
Or try K3ai companion script using this command:
curl -LO https://get.k3ai.in | sh -Let's start loading the configuration:
k3ai upFirst time k3ai run will ask for a Github PAT (Personal Access Token) that we will use to avoid API calls limitations. Check Github Documentation to learn how to create one. Your personal GH PAT only need read repository permission.
Choose your favourite Kubernetes flavor and run it:
To know which K8s flavors are available
k3ai cluster list --allit should print something like:
┌─────────────────────────────────────────────────────────────────────────────────────────────────────────┐
│ INFRASTRUCTURE │
├───────┬─────────────────────────────────────────────────────┬───────┬────────┬─────────┬────────────────┤
│ TYPE │ DESCRIPTION │ KIND │ TAG │ VERSION │ STATUS │
├───────┼─────────────────────────────────────────────────────┼───────┼────────┼─────────┼────────────────┤
│ CIVO │ The First Cloud Native Service Provider Power... │ infra │ cloud │ latest │ Available │
├───────┼─────────────────────────────────────────────────────┼───────┼────────┼─────────┼────────────────┤
│ EKS-A │ Amazon Eks Anywhere Is A New Deployment Option... │ infra │ hybrid │ v0.5.0 │ Available │
│ │ ate And Operate Kubernetes Clusters On Custome... │ │ │ │ │
├───────┼─────────────────────────────────────────────────────┼───────┼────────┼─────────┼────────────────┤
│ K3S │ K3s Is A Highly Available, Certified Kubernetes... │ infra │ local │ latest │ Available │
│ │ oads In Unattended, Resource-Constrained... │ │ │ │ │
├───────┼─────────────────────────────────────────────────────┼───────┼────────┼─────────┼────────────────┤
│ KIND │ Kind Is A Tool For Running Local Kubernetes... │ infra │ local │ v0.11.2 │ Available │
│ │ as Primarily Designed For Testing Kubernetes... │ │ │ │ │
│ │ Or Ci. │ │ │ │ │
├───────┼─────────────────────────────────────────────────────┼───────┼────────┼─────────┼────────────────┤
│ TANZU │ Tanzu Community Edition Is A Fully-Featured... │ infra │ hybrid │ latest │ In Development │
│ │ ers And Users. It Is A Freely Available... │ │ │ │ │
│ │ Of Vmware Tanzu. │ │ │ │ │
└───────┴─────────────────────────────────────────────────────┴───────┴────────┴─────────┴────────────────┘Now let start with something super fast and super simple:
k3ai cluster deploy --type k3s --n myclusterNow that the server is up and running let's type:
k3ai plugin deploy -n mlflow -t myclusterK3ai will print the url where you may access to the MLFLow tracking server at the end of the installation. That's all now just start having fun with K3ai!
Let's push some code to the AI tool (i.e.: MLFlow)
k3ai run --source https://github.com/k3ai/quickstart --target mycluster --backend mlflow
wait the run to complete and login the backend AI tolls (i.e.: on the MLFlow UI http://<YOUR IP>:30500)
| Operating System | K3ai v1.0.0 |
|---|---|
| Linux | Yes |
| Windows | In Progress |
| MacOs | In Progress |
| Arm | In Progress |
| K8s Clusters | K3ai v1.0.0 |
|---|---|
| Rancher K3s | Yes |
| Vmware Tanzu Community Ed. | Yes |
| Amazon EKS Anywhere | Yes |
| KinD | Yes |
| Plugins | K3ai v1.0.0 |
|---|---|
| Kuebflow Components | Yes |
| MLFlow | Yes |
| Apache Airflow | Yes |
| Argo Workflows | Yes |
If you want to say thank you or/and support active development of K3ai Project:
- Add a GitHub Star to the project.
- Tweet about project on your Twitter.
- Write interesting articles about K3ai project on Dev.to, Medium or personal blog.
Together, we can make this project better every day! 😘
K3ai is free and open-source software licensed under the BSD 3-Clause. Official logo was created by Alessandro Festa.
