Retrieval-Augmented Generation (RAG)

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