Retrieval-Augmented Generation (RAG)

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