Retrieval-Augmented Generation (RAG)

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