Retrieval-Augmented Generation (RAG)

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