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.
A Guide to RAG Evaluation and Monitoring (2024)
10 Lessons from Developing an AI Chatbot Using Retrieval-Augmented Generation
FX (Francois-Xavier) L. on LinkedIn: A Guide to RAG Evaluation and
LlamaIndex: How To Evaluate Your RAG (Retrieval Augmented Generation) Applications, by Ryan Nguyen
FX (Francois-Xavier) L. on LinkedIn: 2 years ago, with Edouard D
A Guide to RAG Evaluation and Monitoring (2024)
Retrieval-Augmented Generation: How to Use Your Data to Guide LLMs
FX (Francois-Xavier) L. on LinkedIn: A Guide to RAG Evaluation and
Evaluating RAG Applications with RAGAs, by Leonie Monigatti