SaltConf21 will be virtual on November 3-4

Umbra

AI/ML made easy

Too often, AI and machine learning decisions are made in the darkness of a program where the developer can’t see. Umbra, which means “the darkest part of a shadow” exists to get your data through that darkness.
Umbra uses a plugin system to attach to data streams, then it prepares that data for machine learning and then, finally, to attach to an outbound data stream. All of it is possible because Umbra is a POP project and pluggable with any other program.