Retrieval-Augmented Generation (RAG)

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