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About Volga

Volga is a next-gen open-source data processing/feature calculation engine for real-time AI/ML. It is designed to allow you to easily build your own real-time ML feature platforms or general data pipelines without relying on heterogenous data processors (Flink/Spark/custom data processing layers) or third party services. Volga provides a Python-native runtime in conjunction with Rust for performance, runs on Ray, uses a hybrid push+pull architecture, features convenient Pandas-like API to define data entities, online/offline pipelines and sources, consistent online+offline feature calculation semantics, pluggable and configurable hot and cold storage, feature lookups, real-time serving and on-demand request-time calculations. It can run on a laptop or a 1000-node cluster. More in our blog: https://volgaai.substack.com/

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