Retrieval-Augmented Generation (RAG)

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