Retrieval-Augmented Generation (RAG)

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