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Rapid Development of Compositional AI

12 February 2023
Lee Martie
Jessie Rosenberg
Véronique Demers
Gaoyuan Zhang
Onkar Bhardwaj
John Henning
Aditya Prasad
Matt Stallone
Ja Young Lee
Lucy Yip
D. Adesina
Elahe Paikari
Oscar Resendiz
Sarah Shaw
David D. Cox
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Abstract

Compositional AI systems, which combine multiple artificial intelligence components together with other application components to solve a larger problem, have no known pattern of development and are often approached in a bespoke and ad hoc style. This makes development slower and harder to reuse for future applications. To support the full rapid development cycle of compositional AI applications, we have developed a novel framework called (Bee)* (written as a regular expression and pronounced as "beestar"). We illustrate how (Bee)* supports building integrated, scalable, and interactive compositional AI applications with a simplified developer experience.

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