[P] Embeddinghub: A vector database built for ML embeddings

This page summarizes the projects mentioned and recommended in the original post on /r/MachineLearning

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  • featureform

    The Virtual Feature Store. Turn your existing data infrastructure into a feature store.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  • vald

    Vald. A Highly Scalable Distributed Vector Search Engine

    Another approximate nearest neighbor system to look at: https://vald.vdaas.org/

  • Milvus

    A cloud-native vector database, storage for next generation AI applications

    There seem to be more and more options when it comes to vector databases, but as far as I know, Milvus is probably still the most mature and stable option. And it's also open source.

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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