Retrieval-Augmented Generation (RAG)

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