Retrieval-Augmented Generation (RAG)

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