A Guide on 12 Tuning Strategies for Production RAG Systems

This article covers the following “hyperparameters” sorted by their relevant stage. In the ingestion stage of a RAG pipeline, you can achieve performance improvements by: And in the inferencing stage (retrieval and generation), you can tune: Note that this article covers text-use cases of RAG. For multimodal RAG applications, different considerations may apply. Ingestion Stage … Continue reading A Guide on 12 Tuning Strategies for Production RAG Systems