Retrieval-Augmented Generation (RAG)

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