Retrieval-Augmented Generation (RAG)

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