Retrieval-Augmented Generation (RAG)

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