Retrieval-Augmented Generation (RAG)

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