Retrieval-Augmented Generation (RAG)

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