Retrieval-Augmented Generation (RAG)

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