Retrieval-Augmented Generation (RAG)

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