Retrieval-Augmented Generation (RAG)

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