Retrieval-Augmented Generation (RAG)

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