Retrieval-Augmented Generation (RAG)

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