Volga — Open-source data engine for real-time AI — Part 1

Volga — Open-source Feature Engine For Real-time AI — Part 1

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

TL;DR

Volga is an open-source, self-serve, scalable data/feature calculation engine tailored for modern real-time AI/ML applications. It features convenient Pandas-like API to define data entities, online/offline pipelines and sources, consistent online+offline feature calculation semantics, configurable hot and cold storage, feature lookups, real-time …

artificial intelligence data engineering feature engineering machine learning mlops