Retrieval-Augmented Generation (RAG)

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