Retrieval-Augmented Generation (RAG)

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