Retrieval-Augmented Generation (RAG)

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