Retrieval-Augmented Generation (RAG)

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