Ragas

Specialized framework for evaluating RAG systems, offering reference-free assessment and detailed component-wise performance analysis.
Ragas

Reference-free evaluation framework designed specifically for RAG systems with comprehensive component-wise assessment capabilities.

Perfect for teams building:

  • RAG applications
  • LLM-powered search
  • Document retrieval systems
  • AI knowledge bases

Getting Started Tip: Begin with context precision evaluation before implementing full end-to-end performance assessment.

Difficulty: ⭐⭐ (Intermediate)

  • RAG knowledge required
  • Clear metric definitions
  • Framework integration support
  • Good documentation

Visit Ragas →
Documentation →

About the author
Surya

Surya

A technologist and an AI optimist keeping tabs on the development of AI agents and how it has societal impact along with the development.

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