Retrieval-Augmented Generation (RAG)

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