Retrieval-Augmented Generation (RAG)

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