Retrieval-Augmented Generation (RAG)

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