Retrieval-Augmented Generation (RAG)

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