Retrieval-Augmented Generation (RAG)

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