Retrieval-Augmented Generation (RAG)

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