A Guide to RAG Evaluation and Monitoring (2024)
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.
Tutorial Use the Retrieval Augmented Generation (RAG) approach for question-answering - Dataiku Knowledge Base
10 Lessons from Developing an AI Chatbot Using Retrieval-Augmented Generation
Retrieval-Augmented Generation (RAG) with Azure AI Document Intelligence (formerly Form Recognizer) - Azure AI services
A Guide to RAG Evaluation and Monitoring (2024)
Retrieval-Augmented Generation (RAG)
What is Retrieval Augmented Generation (RAG) for LLMs? - TruEra
Optimizing RAG Applications: A Guide to Methodologies, Metrics, and Evaluation Tools for Enhanced Reliability, by Zilliz
A Guide to RAG Evaluation and Monitoring (2024)
A Guide to RAG Evaluation and Monitoring (2024)
Why you need LLMOps - Artefact
12 Retrieval Augmented Generation (RAG) Tools / Software in '23