Retrieval-Augmented Generation (RAG)

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