Retrieval-Augmented Generation (RAG)

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