Retrieval-Augmented Generation (RAG)

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