Retrieval-Augmented Generation (RAG)

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