Retrieval-Augmented Generation (RAG)

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