Retrieval-Augmented Generation (RAG)

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