Retrieval-Augmented Generation (RAG)

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