Retrieval-Augmented Generation (RAG)

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