Retrieval-Augmented Generation (RAG)

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