Retrieval-Augmented Generation (RAG)

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