Retrieval-Augmented Generation (RAG)

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