Retrieval-Augmented Generation (RAG)

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