AI SDK Intelligence

Ray

Ray Project / Anyscale · N/A open-source; cloud tokens if managed.

Provider Ray Project / Anyscale
TypeSDK
AuthN/A open-source; cloud tokens if managed.
Reviewed

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Editorial overview

Ray is an open-source unified framework for scaling Python and AI workloads across distributed clusters for training and serving.

Capabilities

  • Distributed Python tasks/actors
  • Ray Train/Tune/Serve libraries
  • Cluster scaling primitives

Limitations

  • Distributed debugging complexity
  • Cluster ops needed at scale

Related technologies

SDK MLOps

Related glossary terms

Distributed Training SDK

Last reviewed

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