Retrieval-Augmented Generation (RAG)

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