Retrieval-Augmented Generation (RAG)

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