ragasopenai-apihaystackintermediate30 min
Ragas + RAG quality metrics
Automated, LLM-based evaluation of RAG pipelines for production monitoring and optimization.
Prerequisites
- →Python
- →pip install ragas
- →OpenAI API key (or compatible LLM)
- →test dataset with questions/answers/contexts/ground truths (can use Ragas testset generator).
Tools used
Further reading
Related Concepts
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