https://github.com/b12io/orchestra

Orchestra is a human-in-the-loop AI system for orchestrating project teams of experts and machines.
https://github.com/b12io/orchestra

expert human-computer-interaction human-in-the-loop-machine-learning orchestra workflow

Last synced: 5 months ago
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Orchestra is a human-in-the-loop AI system for orchestrating project teams of experts and machines.

• Host: GitHub
• URL: https://github.com/b12io/orchestra
• Owner: b12io
• License: apache-2.0
• Created: 2015-09-16T14:55:16.000Z (over 9 years ago)
• Default Branch: main
• Last Pushed: 2024-02-28T17:19:14.000Z (about 1 year ago)
• Last Synced: 2024-11-11T10:58:41.525Z (5 months ago)
• Topics: expert, human-computer-interaction, human-in-the-loop-machine-learning, orchestra, workflow
• Language: Python
• Homepage: https://orchestra.b12.io/
• Size: 17.6 MB
• Stars: 668
• Watchers: 51
• Forks: 70
• Open Issues: 119
• Metadata Files:
  • Readme: README.md
  • Contributing: CONTRIBUTING.md
  • License: LICENSE

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• jimsghstars - b12io/orchestra - Orchestra is a human-in-the-loop AI system for orchestrating project teams of experts and machines. (Python)

README

        
# Orchestra

[![PyPI version](https://badge.fury.io/py/orchestra.svg?maxAge=2592000)](https://badge.fury.io/py/orchestra)

[![Documentation status](https://readthedocs.org/projects/orchestra/badge/?version=latest)](http://orchestra.readthedocs.org/en/stable/?badge=latest)

[![Circle CI](https://circleci.com/gh/b12io/orchestra.svg?maxAge=2592000&style=shield)](https://circleci.com/gh/b12io/orchestra)

[![Coverage status](https://coveralls.io/repos/github/b12io/orchestra/badge.svg?maxAge=2592000&branch=main)](https://coveralls.io/github/b12io/orchestra?branch=main)

[![Apache license](https://img.shields.io/pypi/l/orchestra.svg?maxAge=2592000)](https://github.com/b12io/orchestra/blob/main/LICENSE)

[![Discussion forum](https://img.shields.io/badge/forum-GH%20Discussions-brightgreen)](https://github.com/b12io/orchestra/discussions)

Orchestra is a human-in-the-loop AI system for orchestrating project teams of experts and machines.

Projects can include everything from design teams working on a client's project

to newsrooms bringing together reporters, photographers, and editors for a

story. In Orchestra workflows, you can assign senior experts to review other

experts in order to provide feedback and iteratively refine the work.

Orchestra also brings machines and automation onto projects: a crawler can

collect content from the web before an expert combs through it, or a classifier

can filter out bad data so an analyst spends less time in the noise.  New

workflows can be added with some simple python glue and an html interface.

To learn more about Orchestra with some examples and a getting

started guide, or to reach out to the Orchestra team, take

a look at some of these resources:

* [Orchestra website](http://orchestra.b12.io)

* [A blog post introducing Orchestra v0.1.0 to the world](https://blog.b12.io/introducing-orchestra-23bace45d4a7)

* [Engage in the discussion forum](https://github.com/b12io/orchestra/discussions)

# About B12

[B12](http://b12.io/) has open sourced Orchestra as part

of our goal to build a brighter future of work.

We are a startup based in NYC that is passionate about improving how people do

creative and analytical work. We have a strong team of engineers and designers

who have worked extensively on systems that help people work productively

online. We believe that the products and experiences we design should be considerate of their greater social context and impact.

# Acknowledgements

Thank you to all of the experts who have completed work on

early versions of Orchestra to get it where it is today.

A very special thank you to [Robert Jördens](https://github.com/jordens) for

generously providing us with the `orchestra` package name on PyPi.