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LanceDB vs Ray

LanceDB: Embedded multimodal database for AI data and vectors Ray: Open source Python framework for scaling AI and ML workloads

Comparison of LanceDB, Ray
LanceDB
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Ray
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CategoryVector DatabasesMLOps
PricingOpen sourceOpen sourceApache-2.0 licence
Best for
  • ML engineers
  • Data teams
  • Research teams
  • ML engineers
  • Data platform teams
  • Backend teams
Highlights
  • Images, video, text and embeddings in one table
  • Python functions that add computed columns
  • Dataset branches for safe experiments
  • Run ordinary Python code across many machines
  • Distributed training for machine learning models
  • Model serving with independent scaling per model
GitHub stars11.9k44.2k
Last update2 days ago2 days ago

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