Retrieval-Augmented Generation (RAG)

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