Retrieval-Augmented Generation (RAG)

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