Retrieval-Augmented Generation (RAG)

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