Retrieval-Augmented Generation (RAG)

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