Retrieval-Augmented Generation (RAG)

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