This guide provides a streamlined approach to implementing RAGAS evaluation while managing OpenAI API rate limits effectively. It's designed to be straightforward, visual, and actionable.
RAGAS (Retrieval Augmented Generation Assessment) is a framework for evaluating RAG systems with:
- Objective metrics without human annotations
- Synthetic test data generation
- Comprehensive evaluation workflows