Retrieval-Augmented Generation (RAG)

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