Interested how to best monitor and troubleshooting RAG workflows? My latest piece covers how to do so with retrieval and response metrics. https://lnkd.in/e_8_sr-S #rag #generatieveai #llms
Courtesy of Amber R., here's a great workflow for troubleshooting RAG applications. Ultimately, you only benefit from retrieval augmented generation if you are continuously monitoring your LLM system at common failure points – most notably with response and retrieval evaluation metrics. We see this approach working with folks who have deployed RAG systems.
