Retrieval-Augmented Generation (RAG)

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