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.

Edition 27 – RAG Evaluation

Retrieval-Augmented Generation: How to Use Your Data to Guide LLMs

Generative AI with SAP. RAG Evaluations - SAP Community

Scaling RAG systems for the enterprise

Retrieval augmented generation: Keeping LLMs relevant and current - Stack Overflow

Retrieval Augmented Generation (RAG) for LLMs

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Building High Quality RAG Applications with Databricks

RAG Evaluation: Ultimate Starter Kit

Retrieval-Augmented Generation (RAG) with Azure AI Document Intelligence (formerly Form Recognizer) - Azure AI services

An Overview on RAG Evaluation

Optimizing RAG Applications: A Guide to Methodologies, Metrics, and Evaluation Tools for Enhanced Reliability, by Zilliz

Rag & Bone Clothing, Dresses & Sweaters for Women

Retrieval Augmented Generation (RAG)

Recycled Gray Sweatshirt Rags

Retrieval Augmented Generation (RAG) for Production with LangChain & LlamaIndex Course

What is Retrieval Augmented Generation (RAG)? - Pureinsights