Retrieval-Augmented Generation (RAG)

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