Retrieval-Augmented Generation (RAG)

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