Retrieval-Augmented Generation (RAG)

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