Retrieval-Augmented Generation (RAG)

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