Retrieval-Augmented Generation (RAG)

llm zero-shot tools times daten output algorithm people augmented ki-modelle language optimierung zeigt methode vergleich user study tokenization platform deutschland system prozess machine training lage specific code optimieren benchmark dataset learn technik tool models cases information asset input datasets methods deep hyperparameter algorithmen fähigkeit improved retrieval point entwicklungen tuning analysis modells development powerful leistung generieren contact entwicklung modell knowledge performance erzeugen text künstliche fine-tuning rag creating ergebnisse prozent technology situation modelle large llms project results systems data process learning generation informationen improve key security intelligenz genauigkeit quality analyse digital engineering selection applications layers optimization umfasst method work based content model