Retrieval-Augmented Generation (RAG)

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