Retrieval-Augmented Generation (RAG)

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