Retrieval-Augmented Generation (RAG)

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