Retrieval-Augmented Generation (RAG)

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