Retrieval-Augmented Generation (RAG)

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