Retrieval-Augmented Generation (RAG)

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