Retrieval-Augmented Generation (RAG)

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