Retrieval-Augmented Generation (RAG)

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