Retrieval-Augmented Generation (RAG)

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