Retrieval-Augmented Generation (RAG)

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