Retrieval-Augmented Generation (RAG)

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