Retrieval-Augmented Generation (RAG)

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