We share a brief introduction to the factors that affect the performance of a RAG stack and includes an emphasis on the importance of creating a benchmark dataset to ensure the proper functioning of the stack. Finally, we will tackle the monitoring best practices for continuous value delivery.
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A Guide to RAG Evaluation and Monitoring (2024)
A Practical Guide to RAG Pipeline Evaluation (Part 2: Generation), by Yi Zhang, Relari Blog
Evaluating RAG Applications with RAGAs, by Leonie Monigatti
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