Retrieval-Augmented Generation (RAG)

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