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https://github.com/kf5i/k3ai
K3ai is a lightweight, fully automated, AI infrastructure-in-a-box solution that allows anyone to experiment quickly with Kubeflow pipelines. K3ai is perfect for anything from Edge to laptops.
https://github.com/kf5i/k3ai
artificial-intelligence datascience edge inference-server k3s kubeflow kubeflow-pipelines kubernetes machinelearning
Last synced: 22 days ago
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K3ai is a lightweight, fully automated, AI infrastructure-in-a-box solution that allows anyone to experiment quickly with Kubeflow pipelines. K3ai is perfect for anything from Edge to laptops.
- Host: GitHub
- URL: https://github.com/kf5i/k3ai
- Owner: kf5i
- License: apache-2.0
- Archived: true
- Created: 2020-09-30T12:59:01.000Z (about 4 years ago)
- Default Branch: master
- Last Pushed: 2021-11-02T09:57:27.000Z (about 3 years ago)
- Last Synced: 2024-08-05T17:43:37.752Z (4 months ago)
- Topics: artificial-intelligence, datascience, edge, inference-server, k3s, kubeflow, kubeflow-pipelines, kubernetes, machinelearning
- Language: PowerShell
- Homepage:
- Size: 19.4 MB
- Stars: 101
- Watchers: 9
- Forks: 10
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Codeowners: .github/CODEOWNERS
Awesome Lists containing this project
- awesome-hacking-lists - kf5i/k3ai - K3ai is a lightweight, fully automated, AI infrastructure-in-a-box solution that allows anyone to experiment quickly with Kubeflow pipelines. K3ai is perfect for anything from Edge to laptops. (PowerShell)
README
# WE RELEASED THE NEW VERSION CHECK THE NEW ORG AT: [https://github.com/k3ai](https://github.com/k3ai) AND OUR NEW WEBSITE/DOCS AT: [https://k3ai.in](https://k3ai.in)
# K3ai \(keɪ3ai\)
## NOTE: The installer is not used anymore. Please use k3ai-core repo and the new k3ai command-line as in https://docs.k3ai.in
## If you need to open an Issue please use the k3ai-core repo
### This repo is left for reference.
K3ai is a lightweight infrastructure-in-a-box solution specifically built to install and configure AI tools and platforms in production evironments on Edge and IoT devices as easily as local test environments.
## Ready to experiment?
```text
curl -sfL https://get.k3ai.in | bash -
```
Full Documentaton: [https://docs.k3ai.in](https://docs.k3ai.in)
Look for interaction with us? Join our slack channel: [**https://kf5ikfai.slack.com**](https://join.slack.com/t/kf5ikfai/shared_invite/zt-huh5ib1f-ZyBxqyBDKooGNvpd5_MoQQ)
## Components of K3ai
K3ai curently provides: \(the list is changing and growing\):
* Kubernetes based on K3s from Rancher: [https://k3s.io/](https://k3s.io/)
* Kubeflow pipelines: [https://github.com/kubeflow/pipelines](https://github.com/kubeflow/pipelines)
* Argo Workflows: https://github.com/argoproj/argo
* Kubeflow: [https://www.kubeflow.org/](https://www.kubeflow.org/) - (coming soon)
* NVIDIA GPU support: [https://docs.nvidia.com/datacenter/cloud-native/index.html](https://docs.nvidia.com/datacenter/cloud-native/index.html)
* NVIDIA Triton inference server: [https://github.com/triton-inference-server/server/tree/master/deploy/single\_server](https://github.com/triton-inference-server/server/tree/master/deploy/single_server) (coming soon)
* Tensorflow Serving: [https://www.tensorflow.org/tfx/serving/serving\_kubernetes](https://www.tensorflow.org/tfx/serving/serving_kubernetes):
* ResNet
* Mnist (coming soon)
## Hall of fames of K3ai Contributors
[](https://sourcerer.io/fame/alfsuse/kf5i/k3ai/links/0)[](https://sourcerer.io/fame/alfsuse/kf5i/k3ai/links/1)[](https://sourcerer.io/fame/alfsuse/kf5i/k3ai/links/2)[](https://sourcerer.io/fame/alfsuse/kf5i/k3ai/links/3)[](https://sourcerer.io/fame/alfsuse/kf5i/k3ai/links/4)[](https://sourcerer.io/fame/alfsuse/kf5i/k3ai/links/5)[](https://sourcerer.io/fame/alfsuse/kf5i/k3ai/links/6)[](https://sourcerer.io/fame/alfsuse/kf5i/k3ai/links/7)