Retrieval-Augmented Generation (RAG)

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