Retrieval-Augmented Generation (RAG)

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