Retrieval-Augmented Generation (RAG)

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