{"repo":"ciaren-labs/Ciaren","free":true,"listed":false,"github":"https://github.com/ciaren-labs/Ciaren","clone":"git clone https://github.com/ciaren-labs/Ciaren.git","description":"Build data & ML pipelines visually, export the pandas/Polars code you’d write by hand. No lock-in.","language":"Python","stars":15,"topics":["data-engineering","etl","fastapi","machine-learning","mlflow","open-core","pandas","plugins","polars","python"],"license":"AGPL-3.0","category":"data-pipelines","readme_excerpt":"Export the pandas/Polars code you'd write by hand — no lock-in. Build data and ML pipelines on a canvas, preview every step, then export readable pandas, Polars, or lazy Polars code with no proprietary runtime. What you keep is real, reviewable Python you can run and version anywhere. Docs · Quick Start · Plugins · Discussions · Contributing If this looks like something you'd use, a ⭐ on GitHub genuinely helps a small open-source project like this get discovered. What Is Ciaren? Ciaren is an open-core, plugin-first platform that exports the pandas or Polars code you'd write by hand for data engineering and lightweight machine-learning workflows — no proprietary runtime, no lock-in. The canvas is there for speed: build on it, preview every step, then keep the same clean, ordinary Python whether you run it inside Ciaren or take it somewhere else. Open http://localhost:8055 . The PyPI wheel bundles the React editor, so users do not install a separate frontend package. One install starts the API, scheduler, and web UI. Alpha software. Ciaren is under active development. APIs, workflow formats, generated code, plugin interfaces, and internal data models may change before 1.0.0 . Use it for learning, prototypes, and controlled internal workflows before relying on it for critical production jobs. Why It Feels Different You get Why it matters --- --- Visual workflow building Design pipelines faster than writing every dataframe step by hand. Live node previews Inspect data samples and","default_branch":null,"files":null,"tree":[],"storefront":"/r/ciaren-labs","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/ciaren-labs/Ciaren/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}