Retrieval-Augmented Generation (RAG)

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