Primary Retrieval-Augmented Technology (RAG) (opens new window)information pipelines typically depend on hard-coded steps, following a predefined path each time they run. There isn’t any real-time decision-making in these techniques, and they don’t dynamically alter actions based mostly on enter information. This limitation can scale back flexibility and responsiveness in complicated or altering environments, highlighting a significant