Retrieval-Augmented Generation (RAG)

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