Retrieval-Augmented Generation (RAG)

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