Retrieval-Augmented Generation (RAG)

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