Retrieval-Augmented Generation (RAG)

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