Retrieval-Augmented Generation (RAG)

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