Retrieval-Augmented Generation (RAG)

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