Retrieval-Augmented Generation (RAG)

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