Retrieval-Augmented Generation (RAG)

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