Retrieval-Augmented Generation (RAG)

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