Volga — Open-source Feature Engine for real-time AI — Part 2

Volga — Open-source Feature Engine for real-time AI — Part 2

This is the second part of a 2-post series describing Volga’s architecture and technical details. For motivation and the problem’s background, see the first part.

TL;DR

Volga is an open-source real-time feature engine providing a unified compute layer, data models and consistent API for different types of features: Online, Offline, On-Demand (see previous post).

It is built on top of Ray and …

architecture artificial intelligence compute data data engineering data models feature feature engineering layer machine learning mlops motivation part real-time real-time ai series technical