Retrieval-Augmented Generation (RAG)

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