Retrieval-Augmented Generation (RAG)

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