Retrieval-Augmented Generation (RAG)

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