Retrieval-Augmented Generation (RAG)

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