Retrieval-Augmented Generation (RAG)

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