Retrieval-Augmented Generation (RAG)

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