Retrieval-Augmented Generation (RAG)

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