What is Hopsworks?
Hopsworks is a comprehensive MLOps platform that integrates a feature store, model registry, and model serving capabilities. It unifies the Data Lake, Data Warehouse, and Databases in a single, MLOps-ready platform, enabling organizations to develop and deploy reliable AI systems.
Hopsworks facilitates faster development cycles with support for various frameworks and languages, offering reduced operational costs and improved governance. It provides features for real-time AI, with peer-reviewed performance, and supports deployments across any cloud, hybrid, on-premises, or air-gapped environments using Kubernetes.
Features
- Feature Store: One source of truth for all AI features, ensuring data consistency.
- Real-time AI: Peer-reviewed performance with sub-millisecond latency using RonDB.
- MLOps Platform: Reproducibility, consistency, testing & monitoring for AI systems.
- AI Lakehouse: Unify your Compute and Data Lake, Data Warehouse and Databases.
- Sovereign AI: Deploy anywhere with Kubernetes - any cloud, hybrid, on-premises, or air-gapped.
- Modular & Scalable: Compatible with any data sources and data pipelines in SQL/Spark/Flink or Python.
- GPU Management: GPU and compute management for LLMs and other ML models.
- Collaboration: Role-based access control, project-based multi-tenancy, and custom metadata for governance.
Use Cases
- Generative AI
- Real-time Fraud Detection
- Building and deploying LLMs and Agents
- Developing and managing Recommender System
- Image Analysis
- Customer 360 implementations
FAQs
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What is RonDB?
RonDB is the fastest open-source key-value store, optimized for any cloud, offering unmatched performance and scalability for large-scale distributed storage systems. It powers Hopsworks for real-time AI applications. -
What kind of support does Hopsworks offer?
Hopsworks offers Enterprise Support available 24/7 on your preferred communication channel, with SLOs for your feature store. -
What compliance and security certifications does Hopsworks have?
Hopsworks is ISO 27001 certified, SOC 2 TYPE 2 certified, and GDPR Compliant.
