Retrieval-Augmented Generation (RAG)

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