Retrieval-Augmented Generation (RAG)

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