Retrieval-Augmented Generation (RAG)

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