Retrieval-Augmented Generation (RAG)

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