Retrieval-Augmented Generation (RAG)

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