Retrieval-Augmented Generation (RAG)

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