Retrieval-Augmented Generation (RAG)

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