Retrieval-Augmented Generation (RAG)

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