Retrieval-Augmented Generation (RAG)

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