Retrieval-Augmented Generation (RAG)

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