Retrieval-Augmented Generation (RAG)

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