Retrieval-Augmented Generation (RAG)

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