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In figure [[#S3.F4|4]], we present a summary description of the fifteen control points of RAG pipelines, challenges associated with each control point, and our suggested approaches for optimizing each control point. Each control point is labeled as RAG-C[num] and RAG-Op[num] for RAG and RAGOps flows, respectively. Below, we present a few key learnings and insights to manage the fresh enterprise content.

In figure 4, we present a summary description of the fifteen control points of RAG pipelines, challenges associated with each control point, and our suggested approaches for optimizing each control point. Each control point is labeled as RAG-C[num] and RAG-Op[num] for RAG and RAGOps flows, respectively. Below, we present a few key learnings and insights to manage the fresh enterprise content.