Retrieval-Augmented Generation (RAG)

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