Retrieval-Augmented Generation (RAG)

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