Retrieval-Augmented Generation (RAG)

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