Retrieval-Augmented Generation (RAG)

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