Retrieval-Augmented Generation (RAG)

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