Retrieval-Augmented Generation (RAG)

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