A Guide to RAG Evaluation and Monitoring (2024)
By A Mystery Man Writer
Description
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)](https://www.promptingguide.ai/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Frag-metrics.1ddc2a61.png&w=1920&q=75)
Retrieval Augmented Generation (RAG) for LLMs
![A Guide to RAG Evaluation and Monitoring (2024)](https://truera.com/wp-content/uploads/2023/10/TruEra-Education-Building-and-evaluating-RAGs-featured-image.jpg)
Building and evaluating RAGs with query planning - TruEra
![A Guide to RAG Evaluation and Monitoring (2024)](https://miro.medium.com/v2/resize:fit:1400/0*TImz-ayTXC2Nt1sT.png)
LlamaIndex: How To Evaluate Your RAG (Retrieval Augmented Generation) Applications, by Ryan Nguyen
![A Guide to RAG Evaluation and Monitoring (2024)](https://www.promptingguide.ai/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Frag-evolution.929ab78b.png&w=1920&q=75)
Retrieval Augmented Generation (RAG) for LLMs
FX (Francois-Xavier) L. on LinkedIn: #attorney
![A Guide to RAG Evaluation and Monitoring (2024)](https://www.k2view.com/hubfs/Gartner%20RAG.jpg)
Gartner RAG Tips for Grounding LLMs with Relevant Internal Data
A Guide to RAG Evaluation and Monitoring (2024)
![A Guide to RAG Evaluation and Monitoring (2024)](https://miro.medium.com/v2/resize:fit:1400/0*D3gCzwrthJ7tApii.png)
A Practitioners Guide to Retrieval Augmented Generation (RAG), by Cameron R. Wolfe, Ph.D., Mar, 2024
![A Guide to RAG Evaluation and Monitoring (2024)](https://miro.medium.com/v2/resize:fit:1200/1*Oc15coww0BxNGOT6gK_RRA.png)
RAG Evaluation. Retrieval Augmented Generation (RAG) is…, by Cobus Greyling
![A Guide to RAG Evaluation and Monitoring (2024)](https://developer-blogs.nvidia.com/wp-content/uploads/2024/02/RAG-Retriever-LLM.png)
Evaluating Retriever for Enterprise-Grade RAG
FX (Francois-Xavier) L. on LinkedIn: A Guide to RAG Evaluation and
![A Guide to RAG Evaluation and Monitoring (2024)](https://kili-technology.com/_next/image?url=https%3A%2F%2Fa.storyblok.com%2Ff%2F139616%2F1200x800%2Fe7dd81390e%2Ffoundation-models-and-llm-guide.webp&w=3840&q=75)
A Guide to RAG Evaluation and Monitoring (2024)
![A Guide to RAG Evaluation and Monitoring (2024)](https://arize.com/wp-content/uploads/2024/02/prompt-template.png)
RAG Evaluation: Ultimate Starter Kit
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