Retrieval-Augmented Generation (RAG)

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