Retrieval-Augmented Generation (RAG)

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