Retrieval-Augmented Generation (RAG)

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