Retrieval-Augmented Generation (RAG)

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