Retrieval-Augmented Generation (RAG)

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