Retrieval-Augmented Generation (RAG)

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