Evaluate RAGs Rigorously or Perish

Use RAGAs framework with hyperparameter optimisation to boost the quality of your RAG system.

Graphic depicting the idea of “LLMs Evaluating RAGs”. It was generated by the author with help of AI in Canva.

TL;DR

If you develop a RAG system you need to choose between different design options. This is where the ragas library can help you by generating synthetic evaluation data with answers grounded in your documents. This makes possible the rigorous evaluation of a RAG system with …

artificial intelligence data science large language models optimization rags