Retrieval-Augmented Generation (RAG)

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