Retrieval-Augmented Generation (RAG)

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