Retrieval-Augmented Generation (RAG)

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