Retrieval-Augmented Generation (RAG)

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