Popular GitHub Repositories for Aws Eks

DoEKS is a tool to build, deploy and scale Data & ML Platforms on Amazon EKS

A fully automated CI/CD pipeline that builds, tests, and deploys a Node.js application on Amazon EKS using GitHub Actions, Terraform, and Kubernetes.

'Roiergasias' kubernetes operator is meant to address a fundamental requirement of any data science / machine learning project running their pipelines on Kubernetes - which is to quickly provision a declarative data pipeline (on demand) for their various project needs using simple kubectl commands. Basically, implementing the concept of No Ops. The fundamental principle is to utilise best of docker, kubernetes and programming language features to run a workflow with minimal workflow definition syntax. It is a Go based workflow running on command line or Kubernetes with the help of a custom operator for a quick and automated data pipeline for your machine learning projects (a flavor of MLOps).

Development and deployment on AWS of a question-answer LLM model using Llama2 with 7B parameters and RAG with LangChain