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We are proud to announce our biggest and most innovative release yet!

🎉Hopsworks 4.0 introduces game-changing innovations for building AI systems, whether for batch, real-time or LLM applications, all powered by our AI Lakehouse infrastructure.Release Highlights:

🔹 Kubernetes Deployments - Fully containerized services deployable on any Kubernetes cluster, cloud, or on-premises.

🔹 Hopsworks Query Service - Provides Python clients with up to 45 times higher throughput when reading data.

🔹 Vector Search / Embeddings - Added support for vector & similarity search to easily build GenAI applications.

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The product will be generally available soon! Stay tuned.

introduces a taxonomy for data transformations in AI applications that is fundamental for any AI system that wants to reuse feature data in more than one model. The taxonomy consists of model-independent data transformations that produce reusable features (for example, total customer spend in the last week), model-dependent transformations that produce features that are specific to one model (for example, normalizing that customer spend value using the mean and standard deviation...