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image:: docs/src/_static/images/logo_small.png\n    :alt: Klio Logo\n\n==========================================\n``klio``: Smarter data pipelines for audio\n==========================================\n\n.. image:: https://img.shields.io/badge/License-Apache%202.0-blue.svg\n    :target: https://opensource.org/licenses/Apache-2.0\n    :alt: Apache Licensed\n\n.. image:: https://readthedocs.org/projects/klio/badge/?version=latest\n    :target: https://docs.klio.io/en/latest/?badge=latest\n    :alt: Documentation Status\n\n| *Latest Versions of Klio Packages:*\n\n.. image:: https://img.shields.io/pypi/v/klio-cli?color=%2300aa55\u0026label=klio-cli\n   :target: https://pypi.org/project/klio-cli\n   :alt: Latest version of klio-cli on PyPI\n\n.. image:: https://img.shields.io/pypi/v/klio?color=%2300aa55\u0026label=klio\n   :target: https://pypi.org/project/klio\n   :alt: Latest version of klio on PyPI\n\n.. image:: https://img.shields.io/pypi/v/klio-exec?color=%2300aa55\u0026label=klio-exec\n   :target: https://pypi.org/project/klio-exec\n   :alt: Latest version of klio-exec on PyPI\n\n.. image:: https://img.shields.io/pypi/v/klio-audio?color=%2300aa55\u0026label=klio-audio\n   :target: https://pypi.org/project/klio-audio\n   :alt: Latest version of klio-audio on PyPI\n\n.. image:: https://img.shields.io/pypi/v/klio-core?color=%2300aa55\u0026label=klio-core\n   :target: https://pypi.org/project/klio-core\n   :alt: Latest version of klio-core on PyPI\n\n\n.. defining roles used here so that github \u0026 PyPI project page ignores them when rendering the README.\n\n.. start-long-desc\n\n.. role:: violetemph\n\n\nWhat is Klio?\n-------------\n\n.. start-intro\n\nKlio is an :violetemph:`ecosystem` that allows you to process audio files – or any binary files – easily and at scale.\n\nKlio jobs are :violetemph:`opinionated` data pipelines in Python (streaming or batch) built upon `Apache Beam \u003chttps://beam.apache.org/\u003e`_ and tuned for audio and binary file processing.\n\nKlio was built by Spotify to run our large-scale :violetemph:`audio intelligence systems` and is used by teams of engineers and audio researchers to help develop and deploy next generation audio algorithms.\n\n.. end-intro\n\nRead more about Klio `here \u003chttps://docs.klio.io/en/latest/userguide/index.html\u003e`_.\n\nGet Started\n-----------\n\nCheck out our `Quick Start \u003chttps://docs.klio.io/en/latest/userguide/quickstart/index.html\u003e`_ guide on how to start using Klio.\n\n\nResources\n---------\n\n.. start-resources\n\n* Have a look at our `complete documentation \u003chttps://docs.klio.io/en/latest/index.html\u003e`_.\n* Check out our `contributors' guide \u003chttps://docs.klio.io/en/latest/contributors.html\u003e`_.\n* Read up on some of our `FAQs \u003chttps://docs.klio.io/en/latest/faqs/index.html\u003e`_.\n* Review our `Code of Conduct \u003chttps://github.com/spotify/klio/blob/master/CODE_OF_CONDUCT.rst\u003e`_ - this is how we roll.\n\n.. end-resources\n","funding_links":[],"categories":["Python","Music"],"sub_categories":["Platforms and applications"],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fspotify%2Fklio","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fspotify%2Fklio","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fspotify%2Fklio/lists"}