Retrieval-Augmented Generation (RAG)

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