Retrieval-Augmented Generation (RAG)

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