Retrieval-Augmented Generation (RAG)

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