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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.
Optimizing RAG Applications: A Guide to Methodologies, Metrics, and Evaluation Tools for Enhanced Reliability, by Zilliz
Best Practices in Retrieval Augmented Generation
A Guide to RAG Evaluation and Monitoring (2024)
A Guide to RAG Evaluation and Monitoring (2024)
A Guide to RAG Evaluation and Monitoring (2024)
An Overview on RAG Evaluation
Mastering RAG: How To Architect An Enterprise RAG System - Galileo
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A Practitioners Guide to Retrieval Augmented Generation (RAG)