Retrieval-Augmented Generation (RAG)

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