Retrieval-Augmented Generation (RAG)

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