Retrieval-Augmented Generation (RAG)

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