Retrieval-Augmented Generation (RAG)

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