Retrieval-Augmented Generation (RAG)

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