Retrieval-Augmented Generation (RAG)

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