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Ragas vs ZenML

Ragas: Open source framework for testing LLM and RAG applications ZenML: Open source framework for portable ML and AI pipelines

Comparison of Ragas, ZenML
Ragas
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ZenML
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CategoryLLM OpsMLOps
PricingOpen sourceOpen source
Best for
  • ML engineers
  • Developers
  • Research teams
  • ML engineers
  • Data teams
  • Platform teams
Highlights
  • Score RAG pipelines with built-in metrics
  • Generate synthetic test data for evaluations
  • Run evaluation workflows during development
  • Write ML pipelines in Python that move between environments
  • Import agent traces from Langfuse, LangSmith and Braintrust
  • Read agent code from GitHub to find evaluation gaps
GitHub stars16.3k5.6k
Last update8 months ago2 days ago

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