Retrieval-Augmented Generation (RAG)

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