elyra-ai/elyra

Health v2 · maintenance only

Adoption not part of the score

1996 stars · 368 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

Elyra is a set of AI-centric extensions for JupyterLab, including a visual pipeline editor for building and executing notebook-based pipelines on Kubeflow Pipelines or Apache Airflow. It also adds batch job execution for notebooks and scripts, reusable code snippets, script editors, and AI assistant integration.

Use cases

• build and run notebook pipelines visually on kubeflow or airflow
• run a jupyter notebook as a batch job
• execute python or r scripts remotely from jupyterlab
• manage reusable code snippets in jupyterlab
• add ai code assistance to notebook cells
• orchestrate notebooks into machine learning workflows

When to choose

• you orchestrate notebooks and scripts into ML pipelines on Kubeflow or Airflow
• you want a drag-and-drop visual pipeline editor inside JupyterLab
• you need to run notebooks or scripts as scheduled batch jobs

When to avoid

• you need a general-purpose workflow orchestrator outside Jupyter
• you don't use JupyterLab or notebook-based workflows
• you need fully code-defined pipelines rather than visual ones

Facets

plugin · maturity active

machine-learning workflow-automation developer-tools gui machine-learning data-science developer-tools python cross-platform jupyterlab-extension visual-pipeline-editor kubeflow-pipelines apache-airflow notebooks batch-jobs code-snippets web-server docker kubernetes

Member repositories

For agents

markdown · JSON · MCP: product_card(name="elyra-ai/elyra")